VALUE LINE TAX EXEMPT FUND INC
N-30D, 1997-10-28
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================================================================================
                               ------------------
                               SEMI-ANNUAL REPORT
                               ------------------
                                 August 31, 1997
                               ------------------



                                       The
                                   Value Line
                                   Tax Exempt
                                   Fund, Inc.


                                     [LOGO]
                                   ----------
                                   VALUE LINE
                                     No-Load
                                     Mutual
                                      Funds






<PAGE>


The Value Line Tax Exempt Fund, Inc.

                                                           To Our Value Line Tax
================================================================================

To Our Shareholders:

During  the past six  months  ended  August  31,  1997,  prices of  fixed-income
securities have increased as interest rates have declined. Long-term, tax-exempt
interest  rates,  as measured by the Bond Buyer's Index 40-Bond Index,  declined
from 5.76% on February  28, 1997 to 5.55% on August 31,  1997.  During this same
period,  long-term  taxable  rates,  as measured by the 30-year  Treasury  bond,
declined  a  similar  amount  from  6.80% to  6.61%.  The  subdued  inflationary
environment,  the declining  Federal  deficit,  and the strong U.S.  dollar have
contributed to the decline in interest  rates.  The Federal Reserve has taken no
action to raise interest  rates since March 1997 in spite of continued  economic
growth, and this too has contributed to the positive performance of fixed-income
securities  during the past six  months.  As of  September  26,  1997,  the Bond
Buyer's  40-Bond  Index  declined  further to 5.46%,  close to its recent low of
5.34% on October 15,  1993,  and the 30-year  Treasury  bond  declined to 6.38%,
still over half a percentage  point away from the recent low of 5.79% reached on
October 15, 1993.

High Yield Portfolio

The primary  objective of the Value Line Tax Exempt  High-Yield  Portfolio is to
provide investors with maximum income exempt from federal income taxes,  without
undue risk to principal. During the six-months ended August 31, 1997, the fund's
total return was 3.75%. Since its inception in March, 1984, the total return for
the High-Yield  Portfolio,  assuming the reinvestment of all dividends over that
period,  was 197.34%.  This is equivalent  to an average  annual total return of
8.45%.  The fund's SEC yield as of August 31,  1997 was 4.65% and  exceeded  the
average SEC yield of 4.27% for all general municipal bond funds ranked by Lipper
Analytical Services.

Your Fund's total return for the January 1, 1997 through  August 31, 1997 period
was 4.71% compared to 5.06% for the Lehman Brothers Municipal Bond Index* during
the same time period. Management's emphasis on high-grade securities (which have
lower  yields  than  more  speculative  grade  bonds)  has  contributed  to  the
below-index  performance.  The difference in yields between high-grade and lower
rated bonds is narrow and your management does not believe that purchasing lower
grade  securities  warrants the risk.  Investors  are reminded  that your Fund's
performance  is net of  management  fees and  expenses and that the index has no
such charges.

Your Fund's management continues to emphasize bonds with high credit ratings and
with call  protection  in order to  maintain  and  maximize  shareholder  income
without  sacrificing safety of principal.  Over 98% of the your Fund's bonds are
rated A or  better by the  major  credit  agencies,  such as  Moody's  Investors
Service and Standard and Poor's Corporation.  In addition,  28% of the portfolio
is invested in non-callable  bonds. The portfolio's  highest  concentrations  of
investment are in the insured and housing-revenue sectors.

Money Market Portfolio

The objective of the Tax Exempt Money Market Portfolio is to preserve  principal
by investing in high-quality, tax-exempt short-term securities which have a high
degree of  liquidity  so as to ensure a  constant  net asset  value of $1.00 per
share.  The portfolio  consists  only of securities  which carry the highest two
ratings of the major credit-rating  agencies.  The annualized yield was 2.73% as
of August 31, 1997,  equivalent  to a 4.52% taxable yield for those in the 39.6%
tax bracket.

Unlike long-term  rates,  short-term  tax-exempt  rates, as measured by the Bond
Buyer's One-year Note Index,  increased from 3.61% on February 28, 1997 to 3.82%
on August 31,  1997.  However,  during  this same  period of time,  the yield on
one-year taxable Treasury bills declined from 5.67% to 5.56%.

The municipal bond market is one of the most  fragmented and complex  sectors of
the American  capital markets.  We 

- --------------------------------------------------------------------------------
2


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

Exempt Fund Shareholders
================================================================================

believe that most investors  seeking tax-free income are best served by a mutual
fund,  whose  advantages  include  professional   management,   diversification,
liquidity,   low   transaction   costs,   accurate   record-keeping,   automatic
reinvestment of dividends, and availability in small-dollar amounts. In addition
to these features,  The Value Line Tax Exempt Fund has the additional  advantage
of carrying no sales or redemption fees; it is a true no-load fund.

We thank you for your continued confidence in Value Line, and we look forward to
serving your investment needs in the future.

                                        Sincerely,

                                        /s/ Jean Bernhard Buttner
                                        Jean Bernhard Buttner
                                        Chairman and President

October 22, 1997

- --------------------------------------------------------------------------------

*    The Lehman  Brothers  Municipal  Bond Index is a  total-return  performance
     benchmark  for the  long-term,  investment-grade,  tax-exempt  bond market.
     Investment-grade  bonds are rated Baa or higher by Moody's or BBB or higher
     by Standard & Poor's.  Returns and  attributes for the index are calculated
     semi-monthly using  approximately  25,000 municipal bonds, which are priced
     by Muller  Data  Corporation.  The  returns  for the  Index do not  reflect
     expenses, which are deducted from the Fund's returns.


Economic Observations

The economy continues to push ahead, with such important indicators as the level
of  manufacturing  activity  and the  rate of  employment  growth  exhibiting  a
reasonably good degree of strength.  Such trends, and a continuing healthy level
of consumer  confidence,  suggest that growth will average  2.5%-3.0% during the
closing  half of the year.  Thereafter,  we would expect the  expansion  pace to
moderate somewhat, with real, inflation-adjusted GDP growth holding in the range
of 2.0%-2.5% in 1998.

Inflation,  meanwhile,  continues to be remarkably subdued. This healthy pricing
trend,  which is all the more  impressive  given the  longevity  of the business
upcycle,  is,  moreover,  unlikely to change  dramatically  in the months ahead.
Underscoring our optimism in this area is the earlier  hammering out of a budget
package  which  should  reduce the  government's  need to borrow to finance  the
deficit and the fact that there is still a lack of serious  shortages  on either
the labor or the raw-materials fronts.

Interest rates,  meantime,  reflecting the current,  relatively moderate pace of
economic growth and the subdued pricing structure, are unlikely to increase much
over the next few  months.  Nevertheless,  we  caution  that  given the  seeming
resiliency of the business  expansion,  an  inflation-wary  Federal Reserve will
probably not shy away from  tightening the monetary reins if the present pricing
stability gives way. And an upward move in rates,  if  sufficiently  pronounced,
would be poorly received, in our opinion, by both the stock and the bond markets
and,  as well,  by the U.S.  economy  down the  road.  The  recent  increase  in
volatility  in the  financial  markets  suggests  that many are now  questioning
whether  the  current,  benign  environment  can last  much  longer.  We think a
cautious investment strategy is now in order.

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                                                                               3


<PAGE>


The Value Line Tax Exempt Fund, Inc.


To Our Value Line Tax Exempt Fund Shareholders
================================================================================

Performance Data:*
<TABLE>
<CAPTION>
HIGH-YIELD PORTFOLIO

                                                 Growth of
                                     Average    an Assumed
                                     Annual    Investment of
                                  Total Return    $10,000
                                    ---------    ---------
<S>                                   <C>         <C>    
 1 year ended 6/30/97.............    7.42%       $10,742
 5 years ended 6/30/97............    5.95%       $13,350
10 years ended 6/30/97............    7.26%       $20,146

<CAPTION>
MONEY MARKET PORTFOLIO        

                                                 Growth of
                                     Average    an Assumed
                                     Annual    Investment of
                                  Total Return    $10,000
                                    ---------    ---------
<S>                                   <C>         <C>    
 1 year ended 6/30/97.............    2.59%       $10,259
 5 years ended 6/30/97............    2.30%       $11,207
10 years ended 6/30/97............    3.51%       $14,115
</TABLE>


*    The average annual total returns for the one-year,  five-year, and ten-year
     periods ended August 31, 1997, for the  High-Yield  Portfolio and the Money
     Market Portfolio were 8.32%,  5.95%, and 7.30% and 2.58%,  2.32% and 3.48%,
     respectively.  The performance  data quoted  represent past performance and
     are no guarantee of future  performance.  The average  annual total returns
     and growth of an assumed investment of $10,000 include dividends reinvested
     and capital gains  distributions  accepted in shares. The investment return
     and principal  value of an investment will fluctuate so that an investment,
     when redeemed, may be worth more or less than its original cost.

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4


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
Schedule of Investments (unaudited)                                                                        August 31, 1997
==========================================================================================================================
  Principal
   Amount                             High-Yield Portfolio                                      Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>
LONG-TERM MUNICIPAL SECURITIES (94.4%)

               ALABAMA (.7%)
  $1,250,000   Colbert County-Northwest, Health Care Authority, Hospital Revenue
                 Refunding, Helen Keller Hospital, 8.75%, 6/1/09.............................   NR             $ 1,376,000

               ALASKA (.5%)
     210,000   Housing Finance Corp., Collateral Mortgage Obligation,
                 Veteran's 1st Ser., Veteran's Mortgage Program, 7.45%, 12/1/29  ............   Aaa                216,455
     700,000   Student Loan Corp., Student Loan Revenue, Ser. A, 5.55%, 7/1/10...............   Aaa                707,028
                                                                                                              ------------
                                                                                                                   923,483

               ARKANSAS (1.0%)
               Development Finance Authority, Single Family Mortgage, Revenue:
   1,180,000     Correction Facilities Revenue, 5.40%, 10/1/11...............................   Aaa              1,201,346
     600,000     Single Family Mortgage Revenue Replacement, Ser. C, 8.125%, 8/1/14..........   A+*                617,370
                                                                                                              ------------
                                                                                                                 1,818,716

               CALIFORNIA (2.0%)
   3,670,000   Pleasant Hill, Redevelopment Agency, Residential Mortgage Revenue,
                 Refunding, 5.75%, 8/1/11....................................................   AA*              3,718,334

               COLORADO (4.9%) Denver, City & County:
   2,000,000     Airport Revenue, Refunding, Ser. E, 6.00%, 11/15/11.........................   Aaa              2,184,460
   4,055,000     Single Family Mortgage Revenue, 7.00%, 8/1/10...............................   Aaa              4,644,556
   2,000,000   E-470 Public Highway Authority, Revenue, Ser. A, 5.75%, 9/1/14................   Aaa              2,113,880
     345,000   Housing Finance Authority, Single Family, Revenue, Residential,
                 Ser. C, 8.75%, 9/1/17.......................................................   Aa1                355,654
                                                                                                              ------------
                                                                                                                 9,298,550

               GEORGIA (.5%)
   1,000,000   Residential Finance Authority, Single Family Insured Mortgage,
                 Revenue, Subser.  C, 8.00%, 12/1/16.........................................   Aa               1,042,650

               HAWAII (2.5%)
   4,000,000   Department of Budget and Finance, Special Purpose Mortgage Revenue,
                 Kapiolani Health Care System, 6.40%, 7/1/13.................................   Aaa              4,731,680
</TABLE>

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                                                                               5


<PAGE>


The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
Schedule of Investments (unaudited)                                                                        
==========================================================================================================================
  Principal
   Amount                             High-Yield Portfolio                                      Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>

               ILLINOIS (14.8%)
               Chicago:
  $8,200,000     O'Hare International Airport, Revenue Refunding, 2nd Lien,
                    Ser. C-1, 5.00%, 1/1/18..................................................   Aaa            $ 7,701,194
   1,000,000     Single Family Mortgage Revenue, Collateralized,
                    Ser. B, 5.10%, 9/1/07....................................................   Aaa                996,120
   1,000,000     Skyway Toll Bridge Revenue, Refunding, 5.50%, 1/1/23 .......................   Aaa                989,140
               General Obligations:
   2,500,000     Refunding, 5.125%, 12/1/17..................................................   Aaa              2,397,900
   4,000,000     5.25%, 7/1/22...............................................................   Aaa              3,859,880
               Housing Development Authority:
   4,500,000     Multi Family, Ser. 91-A, 8.25%, 7/1/16......................................   A1               4,838,310
   2,340,000     Residential Mortgage Revenue, Ser. A, 7.00%, 8/1/17.........................   Aa2              2,414,576
   1,500,000   Regional Transportation Authority, Ser. A, 8.00%, 6/1/17......................   Aaa              1,983,195
   2,650,000   Sales Tax Revenue, Ser. P, 6.50%, 6/15/22.....................................   Aa3              3,037,536
                                                                                                              ------------
                                                                                                                28,217,851
               INDIANA (2.2%)
   3,000,000   Office Building Commission, Capital Complex, Revenue,
                 Ser. B, 7.40%, 7/1/15.......................................................   Aaa              3,740,820
     500,000   South Newton, School Building Corp., Refunding,
                 First Mortgage, 5.60%, 1/15/17..............................................   Aaa                514,320
                                                                                                              ------------
                                                                                                                 4,255,140
               IOWA (2.4%)
   1,700,000   Finance Authority, Single Family, Revenue Mortgage,
                 Ser. B, 7.45%, 7/1/23.......................................................   Aaa              1,795,914
   2,500,000   Muscatine, Electric Revenue, 6.70%, 1/1/13....................................   Aaa              2,792,150
                                                                                                              ------------
                                                                                                                 4,588,064
               MAINE (2.4%)
               Housing Authority, Mortgage Purchase Program:
   1,000,000     Ser. D-3, 8.15%, 11/15/11...................................................   Aa2              1,039,390
   2,800,000     Ser. D-4, 7.55%, 11/15/19...................................................   Aa2              2,952,600
     500,000   State Street Housing Preservation Corp., Multifamily Housing Revenue,
                 100 State Street Project, Ser. A, 7.50%, 1/1/19.............................   A*                 541,465
                                                                                                              ------------
                                                                                                                 4,533,455
               MASSACHUSETTS (3.1%)
   3,175,000   Housing Revenue, Refunding, Single Family, Ser 26, 4.45%, 12/1/24.............   Aa               3,134,296
   2,710,000   Residential Development, Ser H, 6.75%, 5/15/15................................   Aaa              2,870,540
                                                                                                              ------------
                                                                                                                 6,004,836
</TABLE>

- --------------------------------------------------------------------------------
6

<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
                                                                                                           August 31, 1997
==========================================================================================================================
  Principal
   Amount                             High-Yield Portfolio                                      Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>
               MICHIGAN (1.1%)
  $2,000,000   Housing Development Authority, Single Family Mortgage,
                  Revenue, Ser. C, 5.95%, 12/1/14............................................   AA+*           $ 2,044,460

               MINNESOTA (1.6%)
               Housing Finance Agency, Refunding:
   2,740,000     Rental Housing, Ser. D, 5.80%, 8/1/11.......................................   Aaa              2,799,677
     225,000     Single Family Mortgage, Ser. D, 4.55%, 7/1/25...............................   Aa2                223,862
                                                                                                              ------------
                                                                                                                 3,023,539

               NEBRASKA (2.0%)
   3,615,000   Investment Finance Authority, Single Family Mortgage,
                 Revenue, Ser. A, 5.977%, 9/30/16............................................   Aaa              3,753,201

               NEW HAMPSHIRE (.1%)
     190,000   Housing Finance Authority, Single Family Residential Mortgage,
                 Ser. B, 7.75%, 7/1/23.......................................................   Aa                 202,840

               NEW JERSEY (1.0%)
               Housing and Mortgage Finance Agency, Home Buyer, Revenue:
     340,000     Ser. G, 4.625%, 4/1/15......................................................   Aaa                336,716
     585,000     Ser. H, 4.625%, 10/1/18.....................................................   Aaa                583,573
   1,000,000   Newark, School District, Qualified Bond Act, 5.30%, 9/1/10+...................   Aaa              1,010,830
                                                                                                              ------------
                                                                                                                 1,931,119
               NEW YORK (10.1%) New York City:
                 General Obligations:
     630,000       Ser. F, 8.20%, 11/15/04...................................................   Baa1               716,392
   1,000,000       Ser. A, 5.25%, 8/1/10.....................................................   Aaa              1,003,480
               New York State:
                 Dormitory Authority, Revenue:
     240,000       Court Facilities Lease, Ser. A, 5.625%, 5/15/13...........................   Baa1               240,946
   1,500,000       Long Island University, Asset Guaranty, FSA Insured, 5.50%, 9/1/20........   Aaa              1,476,915
   1,000,000       Millard Fillmore Hospital, FSA Insured, 5.20%, 2/1/10.....................   Aaa                997,420
   1,500,000       Refunding, Rochester Institute of Technology, 5.30%, 7/1/17...............   Aaa              1,479,240
                 Medical Care Facilities Finance Agency:
   3,900,000       Hospital and Nursing Home, Mortgage Revenue, Ser. D,
                      6.35%, 2/15/12.........................................................   Aa2              4,312,776
   4,100,000       Presbyterian Hospital, Ser. A, Revenue Refunding, 5.50%, 8/15/24..........   Aa               4,020,829
</TABLE>

- --------------------------------------------------------------------------------
                                                                               7


<PAGE>


The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
Schedule of Investments (unaudited)                                                                    
==========================================================================================================================
  Principal
   Amount                             High-Yield Portfolio                                      Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>
   $ 945,000     Mortgage Agency Revenue, Homeowner Mortgage,
                    Ser. 30-A, 4.375%, 10/1/23...............................................   Aa2              $ 926,941
   4,000,000     Urban Development Corp., Refunding, Corporate Purpose,
                    Senior Lien, 5.50%, 7/1/26...............................................   Aaa              4,002,920
                                                                                                               -----------
                                                                                                                19,177,859

               NORTH CAROLINA (1.4%)
   2,510,000   Housing Finance Agency, Ser U, 6.375%, 9/1/22.................................   Aa               2,578,749

               OKLAHOMA (3.5%)
     315,000   Housing Finance Agency, Single Family Mortgage, Revenue,
                  Class A, 7.99675%, 8/1/18..................................................   AAA*               334,773
   5,745,000   McGee Creek Authority, Water Revenue, 6.00%, 1/1/23...........................   Aaa              6,259,350
                                                                                                               -----------
                                                                                                                 6,594,123

               OREGON (4.6%)
   8,695,000   Eugene, Trojan Nuclear Project, Revenue, 5.90%, 9/1/09........................   Aa1              8,704,043

               PENNSYLVANIA (.4%)
     650,000   York County, Solid Waste & Refuse Authority, Industrial Development
                  Revenue, Resource Recovery Project, Ser. A, 8.20%, 12/1/14.................   A                  674,264

               PUERTO RICO (1.3%)
   2,500,000   Electric Power Authority, Power Revenue, Ser. AA, 5.375%, 7/1/27..............   Aaa              2,461,450

               RHODE ISLAND (1.6%)
   2,000,000   Health & Educational Building Corp., Revenue Refunding,
                  Roger Williams University, 5.375%, 11/15/24................................   AAA*             1,940,060
   1,000,000   Housing and Mortgage Finance Corp., Homeownership Opportunity,
                  Ser. 3A, 7.80%, 10/1/10....................................................   Aa2              1,069,750
                                                                                                               -----------
                                                                                                                 3,009,810

               SOUTH CAROLINA (2.0%)
   1,225,000   Piedmont, Municipal Power Agency, Electric Power Agency,
                  Refunding, 6.75%, 1/1/19...................................................   Aaa              1,441,543
   2,450,000   Three Rivers, Solid Waste Authority, Solid Waste Disposal Facilities,
                  Revenue, 5.30%, 1/1/27.....................................................   Aaa              2,378,852
                                                                                                               -----------
                                                                                                                 3,820,395
</TABLE>

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8


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
                                                                                                           August 31, 1997
==========================================================================================================================
  Principal
   Amount                             High-Yield Portfolio                                      Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>
               SOUTH DAKOTA (4.2%)
  $5,100,000   Heartland Consumers Power District, Electric Revenue,
                  Refunding, 6.00%, 1/1/17...................................................   Aaa            $ 5,502,390
               Housing Development Authority, Homeownership Mortgage:
   1,500,000     Ser. A, 5.40%, 5/1/14.......................................................   Aa1              1,521,030
   1,000,000     Ser. F, 5.70%, 5/1/17.......................................................   Aa1                990,690
                                                                                                               -----------
                                                                                                                 8,014,110

               TEXAS (9.7%)
   2,000,000   Austin, Utilities System Revenue, Refunding, 5.00%, 11/15/10..................   Aaa              1,982,880
   2,000,000   Bell County, Health Facilities Development Corp., Revenue Refunding,
                  Central Texas Pooled Health, Ser. A, 4.75%, 10/1/23........................   AA-*             2,014,900
   3,000,000   Harris County, Hospital District, Mortgage Revenue, 7.40%, 2/15/10............   Aaa              3,577,680
   5,645,000   Houston, Housing Finance Corp., Single Family Mortgage Revenue,
                  Refunding, Ser. A, 5.95%, 12/1/10..........................................   Aaa              5,799,504
   3,000,000   Lubbock, Housing Finance Corp., Single Family Mortgage Revenue,
                  Refunding, Ser. 1989A, 8.00%, 10/1/21......................................   AAA*             4,028,880
   1,000,000   Travis County, Health Facilities Development Corp., Hospital Revenue,
                  Daughters of Charity, 5.90%, 11/15/07......................................   Aa               1,059,000
                                                                                                               -----------
                                                                                                                18,462,844

               UTAH (1.3%)
               Housing Finance Agency, Single Family Mortgage:
     390,000     Ser. C-3, 7.55%, 7/1/23.....................................................   AA*                412,218
   1,025,000     Ser. D-3, 7.55%, 7/1/23.....................................................   AA*              1,081,959
   1,000,000     Ser. B-2, CL-I, 5.30%, 7/1/27...............................................   Aaa              1,016,560
                                                                                                               -----------
                                                                                                                 2,510,737

               VIRGINIA (1.7%)
   3,000,000   Housing Development Authority, Commonwealth Mortgage,
                  Subser. H-2, 6.85%, 7/1/14.................................................   Aa1              3,210,960

               WASHINGTON (1.5%)
     500,000   Douglas County, Public Utility District No. 1,
                  Wells Hydroelectric Revenue, 4.00%, 9/1/18.................................   A                  447,130
   2,500,000   Grant County, Public Utility District No. 2, Priest Rapids Hydro
                  Electric Revenue, Second Series, Ser. A, 5.50%, 1/1/16.....................   Aaa              2,501,750
                                                                                                               -----------
                                                                                                                 2,948,880
</TABLE>

- --------------------------------------------------------------------------------
                                                                               9


<PAGE>


The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
Schedule of Investments (unaudited)                                                                        
==========================================================================================================================
  Principal
   Amount                             High-Yield Portfolio                                      Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>           <C>
               WISCONSIN (6.9%)
  $3,000,000   Clean Water Revenue, Ser. 1, 6.875%, 6/1/11...................................   Aa2           $  3,541,170
               Housing and Economic Development Authority:
   1,785,000     Home Ownership Revenue, Refunding, Ser. A, 6.00%, 3/1/17....................   Aa2              1,828,215
   7,595,000     Housing Revenue, Refunding, Ser C, 5.80%, 11/1/13...........................   Aaa              7,728,672
                                                                                                              ------------
                                                                                                                13,098,057
               WYOMING (1.4%)
   2,750,000   Community Development Authority, Housing Revenue,
                  Ser. 4, 5.70%, 6/1/17......................................................   Aa2              2,749,725
                                                                                                              ------------

               TOTAL LONG-TERM MUNICIPAL SECURITIES .......................................................    179,479,924
                                                                                                              ------------

SHORT-TERM MUNICIPAL SECURITIES (3.7%)
   2,100,000   Berkley County, South Carolina, Exempt Facilities Industrial Revenue,
                  AMOCO Chemical Co. Project, 3.80%, 10/1/23.................................   A1+*(1)          2,100,000
   1,200,000   Jackson County, Mississippi, Port Facility Revenue, Refunding,
                  Chevron USA, Inc. Project, 3.70%, 6/1/23...................................   P1(2)            1,200,000
   1,300,000   Maricopa County, Arizona, Pollution Control Revenue, Refunding,
                  Arizona Public Service Co., Ser. B, 3.70%, 5/1/29..........................   P-1(1)           1,300,000
   2,400,000   Raleigh-Durham, North Carolina, Airport Authority, Special Facilities
                  Revenue, Refunding, American Airlines, Ser. B, 3.75%, 11/1/15..............   A1+*(1)          2,400,000
                                                                                                              ------------
               TOTAL SHORT-TERM MUNICIPAL SECURITIES ......................................................      7,000,000
                                                                                                              ------------

               TOTAL MUNICIPAL SECURITIES (98.1%) (Cost $180,632,792) .....................................    186,479,924
               EXCESS OF CASH AND OTHER ASSETS OVER LIABILITIES (1.9%) ....................................      3,595,611
                                                                                                              ------------
               NET ASSETS (100.0%) ........................................................................   $190,075,535
                                                                                                              ============
               NET ASSET VALUE, OFFERING AND REDEMPTION PRICE,
                 PER SHARE OUTSTANDING ....................................................................        $ 10.91
                                                                                                              ============
</TABLE>

Rated by Moody's  Investors  Service  except for those marked by an asterisk (*)
which are rated by Standard & Poor's.

Variable rate notes are considered short-term obligations. Interest rates change
periodically  every (1) 1 day or (2) 7 days.  These  securities  are  payable on
demand on interest rate refix dates and are secured by either  letters of credit
or other credit support agreements from banks. The rates listed are as of August
31, 1997.

+    When issued security


See Notes to Financial Statements

- --------------------------------------------------------------------------------
10


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
                                                                                                           August 31, 1997
==========================================================================================================================
  Principal
   Amount                             Money Market Portfolio                                    Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>
SHORT-TERM MUNICIPAL SECURITIES (101.8%)

               ARIZONA (5.2%)
  $1,000,000   Maricopa County, Pollution Control Revenue, Refunding,
                 Arizona Public Service Co., Ser B, 3.70%, 5/1/29............................   P1(1)          $ 1,000,000

               ARKANSAS (5.2%)
               Development Finance Authority:
     500,000     Correctional Facilities Revenue, Refunding, 3.60%, 11/15/97.................   Aaa                500,000
     500,000     Drivers License Revenue, State Police Headquarters & Wireless
                    Data Equipment, 3.80%, 6/1/98............................................   Aaa                500,000
                                                                                                               -----------
                                                                                                                 1,000,000

               GEORGIA (8.9%)
     500,000   Clarke County, Hospital Authority Revenue Certificates, Refunding,
                 Athens Regional Medical Project, 3.90%, 1/1/98..............................   Aaa                500,321
     300,000   Hapeville, Development Authority, Industrial Development Revenue,
                 Hapeville Hotel Ltd., 3.70%, 11/1/15........................................   P1(1)              300,000
               Monroe County, Development Authority, Pollution Control Revenue:
     600,000     Georgia Power Company, 2nd Ser., 3.75%, 7/1/25..............................   VMIG1(1)           600,000
     300,000     Gulf Power Company Plant, 2nd Ser., 3.75%, 9/1/24...........................   P1(1)              300,000
                                                                                                               -----------
                                                                                                                 1,700,321

               IOWA (4.7%)
               School Cash Anticipation Program, School Corporations, Warrant Certificates:
     400,000     Ser. B, 4.25%, 1/30/98......................................................   MIG1               400,957
     500,000     Ser. A, 4.50%, 6/26/98......................................................   MIG1               502,751
                                                                                                               -----------
                                                                                                                   903,708

               LOUISIANA (15.2%)
   1,000,000   Lake Charles Parish, Harbor and Terminal District, Port Facilities
                 Revenue, Refunding, 3.75%, 11/1/11..........................................   Aa1(1)           1,000,000
     500,000   New Orleans, Public Improvements, Ser. A, 5.625%, 12/1/97.....................   Aaa                502,204
     500,000   Public Facilities Authority, School Board Advance Funding Program,
                 Ser. A, 4.50%, 9/24/97......................................................   SP1+*              500,182
     900,000   Saint Charles Parish, Pollution Control Revenue, Shell Oil Co. Project,
                 Ser. A, 3.80%, 10/1/22......................................................   VMIG1(1)           900,000
                                                                                                               -----------
                                                                                                                 2,902,386
</TABLE>

- --------------------------------------------------------------------------------
                                                                              11


<PAGE>


The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
Schedule of Investments (unaudited)                                                                       
==========================================================================================================================
  Principal
   Amount                             Money Market Portfolio                                    Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>            <C>
               MICHIGAN (5.2%)
  $1,000,000   Strategic Fund, Pollution Control Revenue, Refunding,
                 Consumers Power Project, Ser. A, 3.70%, 4/15/18.............................   P1(1)          $ 1,000,000

               MINNESOTA (2.6%)
     500,000   School Districts, Tax and Aid Anticipation Borrowing Project,
                 Certificates of Participation, Ser. B, 3.65%, 3/10/98.......................   MIG1               500,000

               MISSISSIPPI (3.1%)
     600,000   Jackson County, Port Facility Revenue, Refunding, Chevron USA, Inc.
                 Project, 3.70%, 6/1/23......................................................   P1(2)              600,000

               NEVADA (2.6%)
     500,000   Las Vegas, General Obligation, Recreation Bonds, 3.65%, 2/1/98................   Aaa                500,000

               NEW JERSEY (2.1%)
     400,000   Economic Development Authority, Economic Development Revenue,
                 Dow Chemical, Ser. A, 3.00%, 5/1/01.........................................   P1(1)              400,000

               NEW YORK (5.8%) New York City:
     600,000     General Obligations, Subser. A-5, 3.70%, 8/1/15.............................   VMIG1(1)           600,000
     500,000     Municipal Assistance Corp., Ser. G, 4.50%, 7/1/98...........................   Aa2                502,407
                                                                                                               -----------
                                                                                                                 1,102,407

               SOUTH DAKOTA (2.6%)
     500,000   Housing Development Authority, Homeownership Mortgage,
                 Ser. B, 3.75%, 5/1/17 (Mandatory Put Back 3/26/98)..........................   VMIG1              500,000

               TEXAS (17.8%)
               Brazos River Authority, Pollution Control Revenue, Refunding:
     900,000     Ser. A, 3.80%, 3/1/26.......................................................   VMIG1(1)           900,000
     300,000     Ser. B, 3.90%, 6/1/30.......................................................   VMIG1(1)           300,000
     600,000   Harris County, Health Facilities Development Corp., Special Facilities
                 Revenue, Texas Medical Center Project, 3.85%, 2/15/22.......................   VMIG1(1)           600,000
     390,000   Highland Park, Independent School District, Refunding, 3.70%, 2/15/98.........   Aaa                390,000
     500,000   Irving, General Obligation, Refunding, 4.10%, 3/15/98.........................   Aaa                501,061
     205,000   Kingsbridge, Municipal Utility District, Refunding, 3.95%, 9/1/97.............   Aaa                205,000
     500,000   Tax and Revenue Anticipation Notes, dated 9/2/97, 4.75%, 8/31/98..............   MIG1               504,405
                                                                                                               -----------
                                                                                                                 3,400,466
</TABLE>

- --------------------------------------------------------------------------------
12


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

<TABLE>
<CAPTION>
                                                                                                           August 31, 1997
==========================================================================================================================
  Principal
   Amount                             Money Market Portfolio                                    Rating           Value
- --------------------------------------------------------------------------------------------------------------------------
<S>            <C>                                                                              <C>           <C>
               UTAH (5.2%)
  $1,000,000   Emery County, Pollution Control Revenue, Refunding,
                  Pacificorp Project, 3.75%, 11/1/24.........................................   VMIG1(1)      $  1,000,000

               WISCONSIN (5.2%)
     500,000   Delavan-Darien School District, Bond Anticipation Notes,
                  4.15%, 4/15/98.............................................................   MIG1               500,708
     500,000   Kaukauna Area School District, Brown, Calumet and
                  Outagamie Counties, Bond Anticipation Notes, 4.35%, 2/26/98................   SP1*               500,518
                                                                                                              ------------
                                                                                                                 1,001,226

               WYOMING (10.4%)
               Lincoln County, Pollution Control Revenue, Exxon Project:
     700,000      Ser. D, 3.70%, 11/1/14.....................................................   P1(1)              700,000
     900,000      Ser. C, 3.80%, 7/1/17......................................................   Aaa(1)             900,000
     400,000   Platte County, Pollution Control Revenue, Tri-State Gas & Electric,
                  Ser. B, 3.75%, 7/1/14......................................................   P1(1)              400,000
                                                                                                              ------------
                                                                                                                 2,000,000
                                                                                                              ------------

               TOTAL SHORT-TERM MUNICIPAL SECURITIES (101.8%)
                 (Cost $19,510,514) .......................................................................     19,510,514

               EXCESS OF LIABILITIES OVER CASH AND OTHER ASSETS (-1.8%) ...................................       (341,897)
                                                                                                              ------------

               NET ASSETS (100.0%)  .......................................................................   $ 19,168,617
                                                                                                              ============

               NET ASSET VALUE, OFFERING AND REDEMPTION PRICE,
                 PER OUTSTANDING SHARE ....................................................................   $       1.00
                                                                                                              ============
</TABLE>

Rated by Moody's  Investors  Service  except for those marked by an asterisk (*)
which are rated by Standard & Poor's.

Variable rate notes are considered short-term obligations. Interest rates change
periodically  every (1) 1 day (2) 7 days. These securities are payable on demand
on  interest  rate refix  dates and are  secured by either  letters of credit or
other credit support  agreements  from banks.  The rates listed are as of August
31, 1997.


See Notes to Financial Statements.

- --------------------------------------------------------------------------------
                                                                              13


<PAGE>

The Value Line Tax Exempt Fund, Inc.

Statement of Assets and Liabilities
at August 31, 1997 (unaudited)
================================================================================
                                                               Portfolio
                                                        -----------------------
                                                          High-         Money
                                                          Yield         Market
                                                        --------       --------
                                                        (Dollars in thousands
                                                        except per share amount)
Assets:
Investment securities, at value
  (Cost $180,633 and amortized
  cost $19,511) .................................       $186,480       $ 19,511
Cash ............................................             18             86
Receivable for securities sold ..................          4,968           --
Interest receivable .............................          2,231            129
Receivable for capital shares sold ..............            811              3
                                                        --------       --------
    Total Assets ................................        194,508         19,729
                                                        --------       --------
Liabilities:
Payable for securities purchased ................          3,974            504
Dividends payable to shareholders ...............            264           --
Payable for capital shares repurchased ..........             15              5
Accrued expenses:
  Advisory fee ..................................             81              8
  Other .........................................             98             43
                                                        --------       --------
    Total Liabilities ...........................          4,432            560
                                                        --------       --------
    Net Assets: .................................       $190,076       $ 19,169
                                                        ========       ========
Net Assets:
Capital stock, at $.01 par value
  (Authorized  65,000,000 shares
  and 125,000,000 shares,
  respectively, outstanding
  17,415,247 shares and 19,197,379
  shares
  respectively) .................................       $    174       $    192
Additional paid-in capital ......................        182,630         19,005
Undistributed net investment income .............             15              3
Accumulated net realized gain (loss)
  on investments ................................          1,410            (31)
Unrealized net appreciation of
  investments ...................................          5,847           --
                                                        --------       --------
    Net Assets ..................................       $190,076       $ 19,169
                                                        ========       ========
    Net Asset Value, Offering and
      Redemption Price per
      Outstanding Share .........................       $  10.91       $   1.00
                                                        ========       ========


Statement of Operations
for the Six Months Ended August 31, 1997 (unaudited)
================================================================================
                                                               Portfolio
                                                         ----------------------
                                                          High-          Money
                                                          Yield          Market
                                                         -------        -------
                                                                 Dollars
                                                             (in thousands)
Investment Income:
Interest income ..................................       $ 5,389        $   357
                                                         -------        -------
Expenses:
Advisory fee .....................................           482             49
Transfer agent fees ..............................            28             11
Custodian fees ...................................            22              2
Printing and stationery ..........................            19              4
Auditing and legal fees ..........................            18             16
Registration and filing fees .....................             9              8
Postage ..........................................             7              2
Directors' fees and expenses .....................             4              4
Other ............................................            28              7
                                                         -------        -------
    Total expenses before custody
      credits ....................................           617            103
    Less: custody credits ........................            (6)            (1)
                                                         -------        -------
    Net Expenses .................................           611            102
                                                         -------        -------

Net Investment Income ............................         4,778            255
                                                         -------        -------

Net Realized and Unrealized Loss on
  Investments:
  Net Realized Gain ..............................           682           --
  Change in Unrealized Appreciation ..............         1,680           --
                                                         -------        -------

Net Realized Gain and Change in
  Unrealized Appreciation on
  Investments ....................................         2,362           --
                                                         -------        -------

Net Increase in Net Assets
  from Operations ................................       $ 7,140        $   255
                                                         =======        =======

See Notes to Financial Statements.

- --------------------------------------------------------------------------------
14

<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.


Statement of Changes in Net Assets
for the Six Months  Ended  August 31, 1997  (unaudited),  and for the Year Ended
February 28, 1997
================================================================================

<TABLE>
<CAPTION>
                                                                          High-Yield Portfolio            Money Market Portfolio    
                                                                         -----------------------------------------------------------
                                                                        Six Months                       Six Months
                                                                           Ended       Year Ended           Ended        Year Ended
                                                                      August 31, 1997 February 28,     August 31, 1997  February 28,
                                                                       (unaudited)        1997          (unaudited)         1997
                                                                         -----------------------------------------------------------
                                                                                           (Dollars in thousands)

<S>                                                                    <C>              <C>              <C>              <C>      
Operations:
  Net investment income ........................................       $   4,778        $  10,690        $     255        $     531
  Net realized gain (loss) on investments ......................             682              755             --                 (1)
  Change in net unrealized appreciation ........................           1,680           (1,721)            --               --
                                                                       -------------------------------------------------------------
  Net increase in net assets from operations ...................           7,140            9,724              255              530
                                                                       -------------------------------------------------------------

Distributions to Shareholders:
  Net investment income ........................................          (4,763)         (10,690)            (253)            (531)
                                                                       -------------------------------------------------------------

Capital Share Transactions:
  Net proceeds from sale of shares .............................          10,529          146,110            4,100           14,044
  Net proceeds from reinvestment of distribution
    to shareholders ............................................           3,018            6,978              253              531
  Cost of shares repurchased ...................................         (19,489)        (181,241)          (4,854)         (16,683)
                                                                       -------------------------------------------------------------
  Net decrease in net assets from capital
    share transactions .........................................          (5,942)         (28,153)            (501)          (2,108)
                                                                       -------------------------------------------------------------

Total Decrease in Net Assets ...................................          (3,565)         (29,119)            (499)          (2,109)

Net Assets:
  Beginning of period ..........................................         193,641          222,760           19,668           21,777
                                                                       -------------------------------------------------------------
  End of period ................................................       $ 190,076        $ 193,641        $  19,169        $  19,668
                                                                       =============================================================
Net Undistributed Investment
  Income at end of period ......................................       $      15        $    --          $       2        $    --
                                                                       =============================================================
</TABLE>


See Notes to Financial Statements.
- --------------------------------------------------------------------------------

                                                                              15


<PAGE>


The Value Line Tax Exempt Fund, Inc.


Notes to Financial Statements (unaudited)
================================================================================

1. Significant Accounting Policies

The  Value  Line Tax  Exempt  Fund,  Inc.  (the  Fund) is  registered  under the
Investment  Company  Act  of  1940,  as  amended,  as  a  diversified,  open-end
management  investment  company,  comprised  of the High Yield and Money  Market
Portfolios.  The primary investment  objective of the High Yield Portfolio is to
provide investors with the maximum income exempt from federal income taxes while
avoiding  undue risk to  principal by  investing  primarily in  investment-grade
municipal securities.  The primary objective of the Money Market Portfolio is to
preserve  principal and provide income by investing in high-quality,  tax-exempt
money market  instruments.  The ability of the issuers of the securities held by
the Fund to meet their  obligations  may be affected  by  economic or  political
developments in a specific state or region. The following significant accounting
policies are in conformity  with generally  accepted  accounting  principles for
investment companies. Such policies are consistently followed by the Fund in the
preparation  of  its  financial   statements.   Generally  accepted   accounting
principles may require  management to make estimates and assumptions that affect
the reported amounts and disclosures in the financial statements. Actual results
may differ from those estimates.

(A) Security Valuations: High-Yield Portfolio -- The investments are valued each
business day by an independent pricing service ("Service") approved by the Board
of  Directors.  Investments  for which quoted bid prices in the judgement of the
Service  are readily  available  and are  representative  of the bid side of the
market are valued at  quotations  obtained by the Service  from  dealers in such
securities.  Other  investments  (which  constitute a majority of the  portfolio
securities)   are  valued  by  the  Service,   based  on  methods  that  include
consideration of yields or prices of municipal securities of comparable quality,
coupon,  maturity,  and type; indications as to values from dealers; and general
market conditions.  Short-term instruments maturing within 60 days are valued at
amortized cost, which approximates  value. Other assets and securities for which
no quotations  are readily  available will be valued in good faith at their fair
value using methods determined by the Board of Directors.

Money Market  Portfolio -- Securities are valued on the basis of amortized cost,
which  approximates  market  value  and does not take  into  account  unrealized
capital  gains or  losses.  This  involves  valuing  an  instrument  at cost and
thereafter  assuming a constant  amortization  to  maturity  of any  discount or
premium,  regardless of the impact of  fluctuating  interest rates on the market
value of the instrument.  The valuation of securities based upon their amortized
cost is permitted  by Rule 2a-7 under the  Investment  Company Act of 1940.  The
rule requires that the Portfolio  maintain a  dollar-weighted  average portfolio
maturity of 90 days or less, purchase instruments that have remaining maturities
of 13 months or less only, and invest only in securities determined by the Board
of Directors to be of good quality,  with minimal  credit  risks.  The Directors
have established procedures designed to achieve these objectives.

(B)  Distributions:  It is the  policy  of the Fund to  declare  daily  from net
investment  income. In the Money Market  Portfolio,  dividends are automatically
reinvested each day in additional shares.  Dividends credited to a shareholder's
account in the High-Yield  Portfolio are distributed  monthly.  Income earned by
the Fund on weekends,  holidays,  and other days on which the Fund is closed for
business is declared as a dividend on the next day on which the Fund is open for
business.  The Fund  expects to  distribute  any net realized  capital  gains in
either Portfolio at least annually.

The amount of dividends and  distributions  from net  investment  income and net
realized  capital gains are  determined in  accordance  with federal  income-tax
regulations,  which may differ from generally  accepted  

- --------------------------------------------------------------------------------

16

<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

                                                                 August 31, 1997
================================================================================

accounting  principles.  These  "book/tax"  differences  are  either  considered
temporary or permanent in nature.  To the extent these differences are permanent
in nature,  such amounts are  reclassified  within the capital accounts based on
their  federal  tax-basis  treatment.   Temporary  differences  do  not  require
reclassification.

(C) Federal Income Taxes: It is the policy of the Fund to qualify as a regulated
investment company, which can distribute tax-exempt dividends, by complying with
the  provisions  available  to  certain  investment  companies,  as  defined  in
applicable  sections of the Internal  Revenue Code, and to distribute all of its
investment income and capital gains to its shareholders. Therefore, no provision
for federal income tax or excise tax is required in the  accompanying  financial
statements.

(D) Investments:  Securities  transactions  are recorded on a trade-date  basis.
Realized  gains and losses  from  securities  transactions  are  recorded on the
identified-cost basis. Interest income, adjusted for amortization of premium and
accretion of  original-issue  discounts,  when  appropriate,  in accordance with
federal income-tax regulations, is earned from settlement date and recognized on
the accrual basis.  Additionally,  when appropriate,  the Fund recognizes market
discount when the  securities  are disposed.  Securities  purchased or sold on a
when-issued or  delayed-delivery  basis may be settled a month or more after the
trade date.

(E) Expenses:  Expenses  directly  attributable to each Portfolio are charged to
that Portfolio's operations; expenses that are applicable to both Portfolios are
allocated between them.

2. Capital Share Transactions Transactions in capital stock were as follows:

                                                          High-Yield Portfolio 
                                                        -----------------------
                                                        Six Months
                                                           Ended        Year
                                                        August 31,      Ended
                                                           1997     February 28,
                                                        (unaudited)     1997
                                                        -----------------------
                                                              (in thousands)
Shares sold ..................................             973           13,694
Shares issued to shareholders
  in reinvestment of dividends ...............             279              654
                                                        -----------------------
                                                         1,252           14,348

Shares repurchased ...........................          (1,800)         (16,971)
                                                        -----------------------
Net decrease .................................            (548)          (2,623)
                                                        =======================


                                                         Money Market Portfolio 
                                                        -----------------------
                                                        Six Months
                                                           Ended        Year
                                                        August 31,      Ended
                                                           1997     February 28,
                                                        (unaudited)     1997
                                                        -----------------------
                                                             (in thousands)
Shares sold                                              4,100           14,044
Shares issued to shareholders 
  in reinvestment of dividends                             253              531
                                                        -----------------------
                                                         4,353           14,575

Shares repurchased                                      (4,854)         (16,683)
                                                        -----------------------
Net decrease                                              (501)          (2,108)
                                                        =======================

- --------------------------------------------------------------------------------
                                                                              17


<PAGE>

The Value Line Tax Exempt Fund, Inc.

Notes to Financial Statements (unaudited)
================================================================================


3. Purchases and Sales of Securities

Purchases and sales of municipal securities were as follows:

                                                            High-Yield Portfolio
                                                              ----------------
                                                              Six Months Ended
                                                               August 31, 1997
                                                                 (unaudited)
                                                              ----------------
                                                               (in thousands)
PURCHASES:                                                  
  Long-term obligations                                           $101,820
  Short-term obligations                                            48,200
                                                                  --------
                                                                  $150,020
                                                                  ========

MATURITIES OR SALES:
  Long-term obligations                                           $105,723
  Short-term obligations                                            55,350
                                                                  --------
                                                                  $161,073
                                                                  ========

                                                                 Money Market   
                                                                   Portfolio
                                                               ----------------
                                                               Six Months Ended
                                                                August 31, 1997
                                                                  (unaudited)
                                                               ----------------
                                                                (in thousands)
PURCHASES:                                                   
  Municipal short-term obligations                                $14,015
                                                                  ========

MATURITIES OR SALES:
  Municipal short-term obligations                                $14,921
                                                                  ========


At August 31, 1997,  the aggregate cost of  investments  for federal  income-tax
purposes was $180,632,792  for the High-Yield  Portfolio and $19,510,514 for the
Money Market Portfolio.

The aggregate  appreciation  and  depreciation  of investments in the High-Yield
Portfolio at August 31, 1997,  based on a comparison  of  investment  values and
their  costs for  federal  income-tax  purposes,  is  $6,367,095  and  $519,963,
respectively,  resulting in a net unrealized  appreciation of $5,847,132.  There
was no unrealized appreciation or depreciation in the Money Market Portfolio.

For federal income-tax purposes the High-Yield Portfolio had a net realized gain
at February 28, 1997,  after  utilizing  prior  year's carry  forward  losses of
$23,412,  which it  intends to  distribute  to its  shareholders,  and the Money
Market Portfolio had a capital-loss  carryover at February 28, 1997, of $29,932,
of which $27,649 will expire in 2000,  $998 in 2004 and $1,285 in 2005.  Any net
capital losses incurred after October 31, within the Portfolio's tax year, if so
elected  by  either  Portfolio,  are  deemed  to arise on the  first day of that
Portfolio's  next taxable  year.  Accordingly,  the Money Market  Portfolio  has
elected to defer $1,415 of net capital  losses  incurred after October 31, 1996.
To the extent  future  capital  gains are  offset by such  capital  losses,  the
Portfolio does not anticipate distributing any such gains to its shareholders.

4. Investment Advisory Contract and Transactions with Affiliates

An advisory  fee of $481,913  and $48,971 was paid or payable on the  High-Yield
Portfolio and the Money Market Portfolio, respectively, to Value Line, Inc. (the
Adviser),  for the six months ended  August 31,  1997.  This was computed at the
annual rate of 1/2 of 1% of the average daily net asset value of the  portfolios
of the Fund for the year. The Adviser provides  research,  investment  programs,
and  supervision  of the investment  portfolio and pays costs of  administrative
services,   office  space,   equipment,   and  compensation  of  administrative,
bookkeeping,  and clerical  personnel  necessary for managing the affairs of the
Fund.  The Adviser also provides  persons,  satisfactory  to the Fund's Board of
Directors, to act as officers of the Fund and pays their salaries and wages. The
Fund bears all other

- --------------------------------------------------------------------------------
18


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

                                                                 August 31, 1997
================================================================================

costs and expenses of its organization and operation.  If the aggregate expenses
of  the  Fund,  other  than  taxes,   interest,   brokerage   commissions,   and
extraordinary  expenses,  exceed the expense  limitation imposed by any state in
which the Fund sells its shares,  the advisory fee will be reduced by the amount
of  such  excess,  or the  amount  of such  excess  will  be  refunded.  No such
reimbursement was required for the six months ended August 31, 1997.

Certain  officers and  directors of the Adviser and its  subsidiary,  Value Line
Securities,  Inc. (the Fund's distributor and a registered  broker/dealer),  are
also officers and a Director of the Fund.

At August 31, 1997, the Adviser and/or affiliated companies owned 108,353 shares
of the High-Yield Portfolio common shares,  representing .62% of the outstanding
shares.  In addition,  certain  officers and directors of the Fund owned 152,953
shares of the High-Yield Portfolio,  representing .88% of the outstanding shares
and  2,481  shares  of the  Money  Market  Portfolio,  representing  .01% of the
outstanding shares.

- --------------------------------------------------------------------------------
                                                                              19


<PAGE>


The Value Line Tax Exempt Fund, Inc.


                                                                       Financial
================================================================================

Selected Data for a Share of Capital Stock Outstanding Throughout Each Period:
<TABLE>
<CAPTION>
                                                        HIGH-YIELD PORTFOLIO
                                         For the Six
                                         Months Ended                        Years Ended on Last Day of February,
                                        August 31, 1997       ----------------------------------------------------------------------
                                           (unaudited)        1997             1996           1995          1994           1993
                                        --------------------------------------------------------------------------------------------
<S>                                     <C>               <C>              <C>           <C>            <C>           <C>       
Net asset value, beginning
  of period .........................   $   10.78         $   10.82        $   10.40     $    10.97     $   11.29     $    10.59
                                        --------------------------------------------------------------------------------------------
  Income from investment
    operations:
    Net investment income ...........        .270              .547             .552           .568          .598           .635
    Net gains or losses on securities
      (both realized and unrealized)         .129             (.040)            .420          (.528)        (.112)          .698
                                        --------------------------------------------------------------------------------------------
    Total from investment
      operations ....................        .399              .507             .972           .040          .486          1.333
                                        --------------------------------------------------------------------------------------------
  Less distributions:
    Dividends from net investment
      income ........................       (.269)            (.547)           (.552)         (.568)        (.602)         (.633)
    Distributions from capital gains         --                --               --            (.042)        (.204)          --
                                        --------------------------------------------------------------------------------------------
      Total distributions ...........       (.269)            (.547)           (.552)         (.610)        (.806)         (.633)
                                        --------------------------------------------------------------------------------------------
Net asset value, end of period ......   $   10.91         $   10.78        $   10.82     $    10.40     $   10.97     $    11.29
                                        ============================================================================================
Total return ........................        3.75%+            4.86%            9.55%           .64%         4.37%         13.03%
                                        ============================================================================================

Ratios/Supplemental Data
Net assets, end of period
  (in thousands) ....................   $ 190,076         $ 193,641        $ 222,760     $  241,467     $ 237,888     $  301,514
Ratio of expenses to
  average net assets ................         .64%(1)*          .60%(1)          .62%           .61%          .58%           .60%
Ratio of net investment income to
  average net assets ................        4.99%*            5.13%            5.22%          5.54%         5.30%          5.89%
Portfolio turnover rate .............          57%               73%              95%            60%           55%           101%
</TABLE>

*    Annualized

+    Not annualized, for six month period only.

(1)  Before offset for custody credits.


See Notes to Financial Statements

- -------------------------------------------------------------------------------
20


<PAGE>


                                            The Value Line Tax Exempt Fund, Inc.

Highlights
================================================================================

Selected Data for a Share of Capital Stock Outstanding Throughout Each Period:

<TABLE>
<CAPTION>
                                                          MONEY MARKET PORTFOLIO
                                         For the Six
                                         Months Ended                        Years Ended on Last Day of February,
                                        August 31, 1997       ----------------------------------------------------------------------
                                           (unaudited)        1997             1996           1995          1994           1993
                                        --------------------------------------------------------------------------------------------
<S>                                     <C>               <C>              <C>           <C>            <C>           <C>       
Net asset value, beginning
  of period .....................       $   1.00          $    1.00        $    1.00     $    1.00      $    1.00     $    1.00   
                                        --------------------------------------------------------------------------------------------
  Income from investment                                                                               
    operations:                                                                                        
    Net investment income .......           .013               .025             .029          .022           .016          .023
                                        --------------------------------------------------------------------------------------------
  Less distributions:                                                                                  
    Dividends from net investment                                                                      
      income ....................          (.013)             (.025)           (.029)        (.022)         (.016)        (.023)
                                        --------------------------------------------------------------------------------------------
Net asset value, end of period ..       $   1.00          $    1.00        $    1.00     $    1.00      $    1.00     $    1.00
                                        ============================================================================================
Total return ....................           1.30%+             2.56%            2.92%         2.22%          1.58%         2.34%
                                        ============================================================================================
                                                                                                       
Ratios/Supplemental Data                                                                               
Net assets, end of period                                                                              
  (in thousands) ................       $ 19,169          $  19,688        $  21,777     $  25,681      $  31,707     $  36,309
Ratio of expenses to                                                                                   
  average net assets ............           1.05%*(1)          1.00%(1)         1.01%          .89%           .86%          .80%
Ratio of net investment income to                                                                      
  average net assets ............           2.61%*             2.54%            2.89%         2.17%          1.56%         2.38%
</TABLE>
                                                                             
*    Annualized
                                                                             
+    Not annualized, for six month period only.
                                                                             
(1)  Before offset for custody credits.


See Notes to Financial Statements

- --------------------------------------------------------------------------------
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<PAGE>


Value Line New York Tax Exempt Trust


                         The Value Line Family of Funds

================================================================================

1950--The  Value Line Fund seeks  long-term  growth of capital along with modest
current income by investing  substantially all of its assets in common stocks or
securities  convertible  into common stock.  

1952--The Value Line Income Fund's primary  investment  objective is income,  as
high and dependable as is consistent with reasonable  growth.  Capital growth to
increase total return is a secondary objective.

1956--The Value Line Special Situations Fund seeks to obtain long-term growth of
capital by investing not less than 80% of its assets in "special situations". No
consideration is given to achieving current income.

1972--Value  Line Leveraged  Growth  Investors' sole investment  objective is to
realize  capital growth by investing  substantially  all of its assets in common
stocks.  The  Fund  may  borrow  up to 50% of its net  assets  to  increase  its
purchasing  power.  

1979--The  Value Line Cash Fund, a money market fund,  seeks high current income
consistent with preservation of capital and liquidity.

1981--Value  Line U.S.  Government  Securities Fund seeks maximum income without
undue risk to principal.  Under normal conditions,  at least 80% of the value to
its assets will be invested in issues of the U.S.  Government  and its  agencies
and  instrumentalities.  

1983--Value  Line Centurion Fund* seeks long-term  growth of capital as its sole
objective  by  investing  primarily  in stocks  ranked 1 or 2 by Value  Line for
year-ahead relative performance.

1984--The  Value Line Tax Exempt Fund seeks to provide  investors  with  maximum
income exempt from federal  income taxes while avoiding undue risk to principal.
The Fund offers  investors a choice of two portfolios:  a Money Market Portfolio
and a High-Yield Portfolio.

1985--Value  Line  Convertible  Fund seeks high  current  income  together  with
capital  appreciation  primarily from convertible  securities  ranked 1 or 2 for
year-ahead performance by the Value Line Convertible Ranking System. 

1986--Value  Line  Aggressive  Income Trust seeks to maximize  current income by
investing in high-yielding, lower-rated, fixed-income corporate securities.

1987--Value  Line New York Tax Exempt Trust seeks to provide New York  taxpayers
with  maximum  income  exempt  from New York  State,  New York City and  federal
individual income taxes while avoiding undue risk to principal.

1987--Value Line Strategic Asset Management Trust* invests in stocks,  bonds and
cash equivalents according to computer trend models developed by Value Line. The
objective  is  to  professionally   manage  the  optimal   allocation  of  these
investments at all times.

1993--Value  Line  Small-Cap  Growth Fund invests  primarily in common stocks or
securities  convertible  into common  stock,  with its primary  objective  being
long-term  growth of capital.  

1993--Value  Line Asset  Allocation  Fund seeks  high total  investment  return,
consistent  with  reasonable  risk. The Fund invests in stocks,  bonds and money
market  instruments  utilizing  quantitative  modeling to determine  the correct
asset mix.

1995--Value  Line U.S.  Multinational  Company  Fund's  investment  objective is
maximum total return. It invests primarily in securities of U.S.  companies that
have significant sales from international operations.


*    Only available  through the purchase of Guardian  Investor,  a tax deferred
     variable annuity, or ValuePlus, a variable life insurance policy.

For more  complete  information  about any of the Value  Line  Funds,  including
charges and expenses,  send for a prospectus from Value Line  Securities,  Inc.,
220 East 42nd Street, New York, New York 10017-5891 or call  1-800-223-0818,  24
hours  a day,  7  days a  week,  or  visit  us at  www.valueline.com.  Read  the
prospectus carefully before you invest or send money.


- --------------------------------------------------------------------------------
24



<PAGE>


INVESTMENT ADVISER    Value Line, Inc.
                      220 East 42nd Street
                      New York, NY 10017-5891

DISTRIBUTOR           Value Line Securities, Inc.
                      220 East 42nd Street
                      New York, NY 10017-5891

CUSTODIAN BANK        State Street Bank and Trust Co.
                      225 Franklin Street
                      Boston, MA 02110

SHAREHOLDER           State Street Bank and Trust Co.
SERVICING AGENT       c/o NFDS
                      P.O. Box 419729
                      Kansas City, MO 64141-6729

INDEPENDENT           Price Waterhouse LLP
ACCOUNTANTS           1177 Avenue of the Americas
                      New York, NY 10036

LEGAL COUNSEL         Peter D. Lowenstein, Esq.
                      Two Greenwich Plaza, Suite 100
                      Greenwich, CT 06830

BOARD OF DIRECTORS    Jean Bernhard Buttner
                      John W. Chandler
                      Leo R. Futia
                      Charles E. Reed
                      Paul Craig Roberts
                      Nancy-Beth Sheerr

OFFICERS              Jean Bernhard Buttner
                      Chairman and President
                      Raymond S. Cowen
                      Vice President
                      Charles Heebner
                      Vice President
                      David T. Henigson
                      Vice President and
                      Secretary/Treasurer
                      Jack M. Houston
                      Assistant Secretary/Treasurer
                      Stephen La Rosa
                      Assistant Secretary/Treasurer

An investment in The Value Line Tax Exempt Fund, Inc. Money Market  Portfolio is
not guaranteed or insured by the U.S. government, and there is no assurance that
this portfolio will maintain its $1.00 per-share net asset value.

The financial statements included herein have been taken from the records of the
Fund without examination by the independent  accountants and, accordingly,  they
do not express an opinion thereon.

This  unaudited  report is issued for  information  of  shareholders.  It is not
authorized  for  distribution  to  prospective   investors  unless  preceded  or
accompanied by a currently effective prospectus of the Fund (obtainable from the
Distributor). 

                                                                       VLF708084




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