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Tipster/MUC-5: information extraction system evaluation
Full text Publisher SitePublisher Site PdfPdf (1.59 MB)
Source Message Understanding Conference archive
Proceedings of the 5th conference on Message understanding table of contents
Baltimore, Maryland
SESSION: Evaluation table of contents
Pages: 27 - 44  
Year of Publication: 1993
ISBN:1-55860-336-0
Author
Beth M. Sundheim  Naval Command, Control, and Ocean Surveillance Center, San Diego, CA
Publisher
Association for Computational Linguistics  Morristown, NJ, USA
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Downloads (6 Weeks): 3,   Downloads (12 Months): 12,   Citation Count: 5
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DOI Bookmark: 10.3115/1072017.1072023

ABSTRACT

Three information extraction system evaluations using Tipster data were conducted in the context of Phase 1 of the Tipster Text program. Interim evaluations were conducted in September, 1992, and February, 1993; the final evaluation was conducted in July, 1993. The final evaluation included not only the Tipster-supported information extraction contractors but thirteen other participants as well. This evaluation was the topic of the Fifth Message Understanding Conference (MUC-5) in August, 1993. With particular respect to the research and development tasks of the Tipster contractors, the goal of these evaluations has been to assess success in terms of the development of systems to work in both English and Japanese (BBN, GE/CMU, and NMSU/Brandeis) and/or in both the joint ventures and microelectronics domains (BBN, GE/CMU, NMSU/Brandeis, and UMass/Hughes).


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
1
Carlson, L., et al., Corpora and Data Preparation, in this volume.
 
2
 
3
Chinchor, N., The Statistical Significance of the MUC-5 Results, in this volume.
 
4
Chinchor, N. and Sundheim, B., MUC-5 Evaluation Metrics, in this volume.
 
5
 
6
Maiorano, S., An Analysis of the Joint Venture Japanese Text Prototype and Its Effect On System Performance, in Proceedings from the TIPSTER Text Program, Phase One, September 1993, San Mateo: Morgan Kaufmann (to appear).
 
7
 
8
Proceedings of the Fourth Message Understanding Conference (MUC-4), June 1992, San Mateo: Morgan Kaufmann.
 
9
Science Applications International Corporation, Tipster/MUC-5 Scoring System User's Manual, version 4.3, August 1993.
 
10
 
11
Will, C., Comparing Human and Machine Performance for Natural Language Information Extraction: Results from the Tipster Text Evaluation, in Proceedings from the TIPSTER Text Program, Phase One, September 1993, San Mateo: Morgan Kaufmann (to appear).
 
12
Will, C., Comparing Human and Machine Performance for Natural Language Information Extraction: Results for English Microelectronics from the MUC-5 evaluation, in this volume.