Radev worked in the fields of open domain
question answering,
multi-document summarization, and the application of NLP in Bioinformatics, Social Network Analysis and Political Science.
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
Journal of Artificial Intelligence Research 2004 LexRank: Graph-based lexical centrality as salience in text summarization
Journal 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
Journal 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 Journal 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
Journal of Biomedical Semantics 2011 Mining of vaccine-associated ifn-gamma gene interaction networks using the vaccine ontology