- Dragomir R. Radev
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Dragomir R. Radev is a University of Michigan computer science professor working on natural language processing and information retrieval. He is currently working on the fields of open domain question answering, multi-document summarization, and the application of NLP in Bioinformatics and Political Science.
Radev received his PhD in Computer Science from Columbia University in 1999. He is the secretary of ACL (2006–present) and associate editor of JAIR.
Contents
Awards
As NACLO founder, Radev shared the Linguistic Society of America 2011 Linguistics, Language and the Public Award. He is the Co-winner of the Gosnell Prize (2006).
ILO
Radev has served as the coach and led the US national team in the International Linguistics Olympiad (ILO) to several gold medals [1][2].
Books
- Mihalcea and Radev (2011) Graph-based methods for NLP and IR
Selected Papers
- SIGIR 1995 Generating summaries of multiple news articles
- ANLP 1997 Building a generation knowledge source using internet-accessible newswire
- Computational Linguistics 1998 Generating natural language summaries from multiple on-line sources
- ACL 1998 Learning correlations between linguistic indicators and semantic constraints: Reuse of context dependent descriptions of entities
- ANLP 2000 Ranking suspected answers to natural language questions using predictive annotation
- CIKM 2001 Mining the web for answers to natural language questions
- AAAI 2002 Towards CST-enhanced summarization
- ACL 2003 Evaluation challenges in large-scale multi-document summarization: the Mead project
- Information Processing and Management 2004 Centroid-based summarization of multiple documents
- J. of Artificial Intelligence Research 2004 LexRank: Graph-based lexical centrality as salience in text summarization
- J. of the American Association of Information Science and Technology 2005 Probabilistic question answering on the web
- Communications of the ACM 2005 NewsInEssence: summarizing online news topics
- EMNLP 2007 Semi-supervised classification for extracting protein interaction sentences using dependency parsing
- Bioinformatics 2008 Identifying gene-disease associations using centrality on a literature mined gene-interaction network
- IEEE Intelligent Systems 2008 natural language processing and the web
- NAACL 2009 Generating surveys of scientific paradigms
- Nucleic Acids Research 2009 Michigan molecular interactions r2: from interacting proteins to pathways
- J. of the American Association of Information Science and Technology 2009 Visual overviews for discovering key papers and influences across research fronts
- KDD 2010 Divrank: the interplay of prestige and diversity in information networks
- American J. of Political Science 2010 How to Analyze Political Attention with Minimal Assumptions and Costs
- Arxiv 2011 The effect of linguistic constraints on the large scale organization of language
- J. of Biomedical Semantics 2011 Mining of vaccine-associated ifn-gamma gene interaction networks using the vaccine ontology
External links
- Team USA Brings Home the Linguistics Gold
- Dragomir Radev, Co-Founders Recognized as NACLO Receives Linguistics, Language and the Public Award
- Dragomir Radev Coaches US Linguistics Team to Multiple Wins
- Dragomir Radev Honored as ACM Distinguished Scientist
- Prof. Dragomir Radev Receives Gosnell Prize
References
Categories:- Living people
- American computer scientists
- University of Michigan faculty
- Natural language processing
- Information retrieval
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