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1
Learning to Extract Gene-Protein Names from Weakly-Labeled Text
In: DTIC (2008)
Abstract: Training a named entity recognizer (NER) has always been a difficult task due to the effort required to generate a significant amount of annotated training data. In this paper, we reduce or eliminate the effort required to create training data by automatically converting other sources of data into annotated training data. The performance of this approach is tested on a gene-protein name extractor by using the mouse and fly data obtained from the BioCreAtIvE challenge. Results show that our methods are effective and that our trained NER system outperforms all of our baseline results.
Keyword: *AUTOMATION; *EXTRACTION; *GENES; *INFORMATION RETRIEVAL; *LEARNING MACHINES; *NAMED ENTITY RECOGNIZERS; *PROTEINS; *TEXT MINING; *TRAINING; ANNOTATIONS; BIOMEDICAL INFORMATION SYSTEMS; BIOMEDICINE; Cybernetics; GENE-PROTEIN NAMES; INFORMATION PROCESSING; Linguistics; Medicine and Medical Research; SYNONYM LISTS; TRAINING DATA; WEAK LABELS; WEAKLY-LABELED TEXT
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA531043
http://www.dtic.mil/docs/citations/ADA531043
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2
Machine translation: from real users to research : Washington, DC, USA, September 28 - October 2, 2004 ; proceedings
Frederking, Robert E. (Hrsg.). - Berlin [u.a.] : Springer, 2004
UB Frankfurt Linguistik
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3
Machine Translation: From Real Users to Research : 6th Conference of the Association for Machine Translation in the Americas, AMTA 2004, Washington, DC, USA, September 28 - October 2, 2004. Proceedings
Frederking, Robert E; Taylor, Kathryn B. - Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2004
UB Frankfurt Linguistik
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4
Multilingual information management : current levels and future abilities ; a report commissioned by the US National Science Foundation and also delivered to the European Commission's Language Engineering Office and the US Defense Advanced Research Projects Agency, April 1999
Zampolli, Antonio (Hrsg.); Mariani, Joseph (Hrsg.); Ide, Nancy (Hrsg.). - Pisa [u.a.] : Ist. Ed. e Poligrafici Internazionli, 2001
BLLDB
UB Frankfurt Linguistik
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5
Multi-lingual information management
Frederking, Robert E. (Hrsg.); Hovy, Eduard H. (Hrsg.); Ide, Nancy (Hrsg.)...
In: Computers and the humanities. - Dordrecht [u.a.] : Kluwer 35 (2001) 4, 369-438
BLLDB
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6
Speaker-language identification and speech translation
In: Multilingual information management. - Pisa [u.a.] : Ist. Ed. e Poligrafici Internazionli (2001), 143-166
BLLDB
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7
Multilingual (or cross-lingual) information retrieval
Klavans, Judith L. (Hrsg.); Hovy, Eduard (Hrsg.); Fluhr, Christian (Mitarb.)...
In: Multilingual information management. - Pisa [u.a.] : Ist. Ed. e Poligrafici Internazionli (2001), 35-56
BLLDB
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8
Spoken language translation
Krauwer, Steven (Hrsg.); Levin, Lori (Mitarb.); Lavie, Alon (Mitarb.)...
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 15 (2000) 1-2, 3-185
BLLDB
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9
Translingual Information Retrieval: Learning from Bilingual Corpora ...
Yiming Yang; Carbonell, Jaime G.; Brown, Ralf D.. - : Carnegie Mellon University, 1998
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10
Translingual Information Retrieval: Learning from Bilingual Corpora ...
Yiming Yang; Carbonell, Jaime G.; Brown, Ralf D.. - : Carnegie Mellon University, 1998
BASE
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11
Integrated natural language dialog: a computational model
Frederking, Robert E.. - Boston : Kluwer Academic Publishers, 1988
IDS Bibliografie zur Gesprächsforschung
12
Integrated natural language dialogue : a computational model
Frederking, Robert E.. - Boston [u.a.] : Kluwer Academic, 1988
BLLDB
UB Frankfurt Linguistik
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