General papers

• 
  Beth Sundheim: Overview of the fourth message understanding evaluation and conference. 3-21
• 
  Nancy Chinchor: MUC-4 evaluation metrics. 22-29
• 
  Nancy Chinchor: The statistical significance of the MUC-4 results. 30-50
• 
  David D. Lewis, Richard M. Tong: Text filtering in MUC-3 and MUC-4. 51-66
• 
  Lynette Hirschman: An adjunct test for discourse processing in MUC-4. 67-77
• 
  George B. Krupka, Lisa F. Rau: GE adjunct test report: object-oriented design and scoring for MUC-4. 78

Test results and analysis (site reports)

• 
  Ralph M. Weischedel, Damaris M. Ayuso, Sean Boisen, Heidi Fox, Herbert Gish, Robert Ingria: BBN PLUM: MUC-4 test results and analysis. 87-93
• 
  Lisa F. Rau, George B. Krupka, Paul S. Jacobs, Ira Sider, Lois Childs: GE NLToolset: MUC-4 test results and analysis. 94-99
• 
  George B. Krupka, Paul S. Jacobs, Michael L. Mauldin, Todd Kaufmann, Ira Sider: Tipster shogun system (joint GE-CMU): MUC-4 test results and analysis. 100-103
• 
  Stephanie E. August, Charles P. Dolan: Hughes research laboratories Trainable Text Skimmer: MUC-4 test results and analysis. 104-107
• 
  Christine A. Montgomery, Bonnie Glover Stalls, Robert E. Stumberger, Naicong Li, Robert S. Belvin, Alfredo Arnaiz, Susan B. Hirsh: Language Systems, Inc.: MUC-4 test results and analysis. 108-112
• 
  Amnon Meyers, David de Hilster: McDonnell Douglas Electronic Systems company: MUC-4 test results and analysis. 113-115
• 
  John S. Aberdeen, John D. Burger, Dennis Connolly, Susan Roberts, Marc B. Vilain: MITRE-Bedford ALEMBIC: MUC-4 test results and analysis. 116-119
• 
  James R. Cowie, Louise Guthrie, Yorick Wilks, James Pustejovsky: CRL/NMSU and Brandeis MucBruce: MUC-4 test results and analysis. 120-123
• 
  Ralph Grishman, John Sterling, Catherine Macleod: New York University PROTEUS system: MUC-4 test results and analysis. 124-127
• 
  Carl Weir, Barry Silk: Paramax Systems Corporation: MUC-4 test results and analysis. 128-131
• 
  Bruce Loatman: The PRC PAKTUS System: MUC-4 test results and analysis. 132-136
• 
  Chinatsu Aone, Douglas McKee, Sandy Shinn, Hatte Blejer: SRA SOLOMON: MUC-4 test results and analysis. 137-142
• 
  Douglas E. Appelt, John Bear, Jerry R. Hobbs, David J. Israel, Mabry Tyson: SRI International FASTUS system: MUC-4 test results and analysis. 143-147
• 
  James Mayfield: University of Maryland/ConQuest: MUC-4 test results and analysis. 148-150
• 
  Wendy G. Lehnert, Claire Cardie, David Fisher, J. McCarthy, Ellen Riloff, Stephen Soderland: University of Massachusetts: MUC-4 test results and analysis. 151-158
• 
  Steven L. Lytinen, Sayan Bhattacharyya, Robert R. Burridge, Peter M. Hastings, Christian R. Huyck, Karen A. Lipinsky, Eric S. McDaniel, Karenann K. Terrell: The LINK system: MUC-4 test results and analysis. 159-163
• 
  Dan I. Moldovan, Seungho Cha, Minhwa Chung, Kenneth J. Hendrickson, Jun-Tae Kim, Stephen V. Kowalski: USC: MUC-4 test results and analysis. 164-166

System descriptions

• 
  Damaris M. Ayuso, Sean Boisen, Heidi Fox, Herbert Gish, Robert Ingria, Ralph M. Weischedel: BBN: description of the PLUM system as used for MUC-4. 169-176
• 
  George B. Krupka, Paul S. Jacobs, Lisa F. Rau, Lois Childs, Ira Sider: GE NLToolset: description of the system as used for MUC-4. 177-185
• 
  Paul S. Jacobs, George B. Krupka, Lisa F. Rau, Todd Kaufmann, Michael L. Mauldin: GE-CMU: description of the TIPSTER/SHOGUN system as used for MUC-4. 186-188
• 
  Stephanie E. August, Charles P. Dolan: Hughes Research Laboratories: description of the Trainable Text Skimmer used for MUC-4. 189-196
• 
  Christine A. Montgomery, Bonnie Glover Stalls, Robert E. Stumberger, Naicong Li, Robert S. Belvin, Alfredo Arnaiz, Susan B. Hirsh: Language Systems, Inc.: description of the DBG system as used for MUC-4. 197-206
• 
  Amnon Meyers, David de Hilster: McDonnell Douglas Electronic Systems company: description of the TEXUS system as used for MUC-4. 207-214
• 
  John S. Aberdeen, John D. Burger, Dennis Connolly, Susan Roberts, Marc B. Vilain: MITRE-Bedford: description of the ALEMBIC system as used for MUC-4. 215-222
• 
  James R. Cowie, Louise Guthrie, Yorick Wilks, James Pustejovsky, Scott Waterman: CRL/NMSU and Brandeis: description of the MucBruce system as used for MUC-4. 223-232
• 
  Ralph Grishman, Catherine Macleod, John Sterling: New York University: description of the PROTEUS system as used for MUC-4. 233-241
• 
  Carl Weir, Barry Silk: Paramax Systems Corporation: description of the Paramax system used for MUC-4. 242-252
• 
  Bruce Loatman: PRC Inc.: description of the Paktus system used for MUC-4. 253-258
• 
  Chinatsu Aone, Douglas McKee, Sandy Shinn, Hatte Blejer: SRA: description of the SOLOMON system as used for MUC-4. 259-267
• 
  Jerry R. Hobbs, Douglas E. Appelt, Mabry Tyson, John Bear, David J. Israel: SRI International: description of the FASTUS system used for MUC-4. 268-275
• 
  James Mayfield: University of Maryland/ConQuest: description of the ICTOAN system as used for MUC-4. 276-281
• 
  Wendy G. Lehnert, Claire Cardie, David Fisher, J. McCarthy, Ellen Riloff, Stephen Soderland: University of Massachusetts: description of the CIRCUS system as used for MUC-4. 282-288
• 
  Steven L. Lytinen, Sayan Bhattacharyya, Robert R. Burridge, Peter M. Hastings, Christian R. Huyck, Karen A. Lipinsky, Eric S. McDaniel, Karenann K. Terrell: Description of the LINK system used for MUC-4. 289-295
• 
  Dan I. Moldovan, Seungho Cha, Minhwa Chung, Kenneth J. Hendrickson, Jun-Tae Kim, Stephen V. Kowalski: USC: description of the SNAP system used for MUC-4. 296-303

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