Search Results - "Radev, Dragomir R."

Identifying gene-disease associations using centrality on a literature mined gene-interaction network by Özgür, Arzucan, Vu, Thuy, Erkan, Güneş, Radev, Dragomir R.

“…Motivation: Understanding the role of genetics in diseases is one of the most important aims of the biological sciences. The completion of the Human Genome…”
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Centroid-based summarization of multiple documents by Radev, Dragomir R., Jing, Hongyan, Styś, Małgorzata, Tam, Daniel

“…We present a multi-document summarizer, MEAD, which generates summaries using cluster centroids produced by a topic detection and tracking system. We describe…”
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The ACL anthology network corpus by Radev, Dragomir R., Muthukrishnan, Pradeep, Qazvinian, Vahed, Abu-Jbara, Amjad

“…We introduce the ACL Anthology Network (AAN), a comprehensive manually curated networked database of citations, collaborations, and summaries in the field of…”
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How to Analyze Political Attention with Minimal Assumptions and Costs by Quinn, Kevin M., Monroe, Burt L., Colaresi, Michael, Crespin, Michael H., Radev, Dragomir R.

“…Previous methods of analyzing the substance of political attention have had to make several restrictive assumptions or been prohibitively costly when applied…”
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A bibliometric and network analysis of the field of computational linguistics by Radev, Dragomir R., Joseph, Mark Thomas, Gibson, Bryan, Muthukrishnan, Pradeep

“…The ACL Anthology is a large collection of research papers in computational linguistics. Citation data were obtained using text extraction from a collection of…”
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U-Compare bio-event meta-service: compatible BioNLP event extraction services by Kano, Yoshinobu, Björne, Jari, Ginter, Filip, Salakoski, Tapio, Buyko, Ekaterina, Hahn, Udo, Cohen, K Bretonnel, Verspoor, Karin, Roeder, Christophe, Hunter, Lawrence E, Kilicoglu, Halil, Bergler, Sabine, Van Landeghem, Sofie, Van Parys, Thomas, Van de Peer, Yves, Miwa, Makoto, Ananiadou, Sophia, Neves, Mariana, Pascual-Montano, Alberto, Özgür, Arzucan, Radev, Dragomir R, Riedel, Sebastian, Sætre, Rune, Chun, Hong-Woo, Kim, Jin-Dong, Pyysalo, Sampo, Ohta, Tomoko, Tsujii, Jun'ichi

“…Bio-molecular event extraction from literature is recognized as an important task of bio text mining and, as such, many relevant systems have been developed…”
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Biased LexRank: Passage retrieval using random walks with question-based priors by Otterbacher, Jahna, Erkan, Gunes, Radev, Dragomir R.

“…We present Biased LexRank, a method for semi-supervised passage retrieval in the context of question answering. We represent a text as a graph of passages…”
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Sentence simplification, compression, and disaggregation for summarization of sophisticated documents by Finegan-Dollak, Catherine, Radev, Dragomir R.

“…Sophisticated documents like legal cases and biomedical articles can contain unusually long sentences. Extractive summarizers can select such…”
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Mining of vaccine-associated IFN-γ gene interaction networks using the Vaccine Ontology by Ozgür, Arzucan, Xiang, Zuoshuang, Radev, Dragomir R, He, Yongqun

“…Interferon-gamma (IFN-γ) is vital in vaccine-induced immune defense against bacterial and viral infections and tumor. Our recent study demonstrated the power…”
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Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling by King, Ben, Jha, Rahul, Radev, Dragomir R.

“…We present heterogeneous networks as a way to unify lexical networks with relational data. We build a unified ACL Anthology network, tying together the…”
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Introducing meta-services for biomedical information extraction by Leitner, Florian, Krallinger, Martin, Rodriguez-Penagos, Carlos, Hakenberg, Jörg, Plake, Conrad, Kuo, Cheng-Ju, Hsu, Chun-Nan, Tsai, Richard Tzong-Han, Hung, Hsi-Chuan, Lau, William W, Johnson, Calvin A, Saetre, Rune, Yoshida, Kazuhiro, Chen, Yan Hua, Kim, Sun, Shin, Soo-Yong, Zhang, Byoung-Tak, Baumgartner, Jr, William A, Hunter, Lawrence, Haddow, Barry, Matthews, Michael, Wang, Xinglong, Ruch, Patrick, Ehrler, Frédéric, Ozgür, Arzucan, Erkan, Güneş, Radev, Dragomir R, Krauthammer, Michael, Luong, ThaiBinh, Hoffmann, Robert, Sander, Chris, Valencia, Alfonso

“…We introduce the first meta-service for information extraction in molecular biology, the BioCreative MetaServer (BCMS; http://bcms.bioinfo.cnio.es/). This…”
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LexRank: Graph-based Lexical Centrality as Salience in Text Summarization by Erkan, G., Radev, D. R.

“…We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. We test the technique on the…”
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Generating Extractive Summaries of Scientific Paradigms by Qazvinian, V., Radev, D. R., Mohammad, S. M., Dorr, B., Zajic, D., Whidby, M., Moon, T.

“…Researchers and scientists increasingly find themselves in the position of having to quickly understand large amounts of technical material. Our goal is to…”
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Literature-Based Discovery of IFN-γ and Vaccine-Mediated Gene Interaction Networks by Özgür, Arzucan, Xiang, Zuoshuang, Radev, Dragomir R., He, Yongqun Oliver

“…Interferon-gamma (IFN-γ) regulates various immune responses that are often critical for vaccine-induced protection. In order to annotate the IFN-γ-related gene…”
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Getting answers to natural language questions on the Web by Radev, Dragomir R., Libner, Kelsey, Fan, Weiguo

“…Most popular search engines are not designed for answering natural language questions. However, when we asked hundreds of natural language questions of nine…”
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Mining of vaccine-associated IFN-[gamma] gene interaction networks using the Vaccine Ontology by üzgür, Arzucan, Xiang, Zuoshuang, Radev, Dragomir R, He, Yongqun

“…Background Interferon-gamma (IFN-[gamma]) is vital in vaccine-induced immune defense against bacterial and viral infections and tumor. Our recent study…”
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Zero-shot Transfer Learning for Semantic Parsing by Dadashkarimi, Javid, Fabbri, Alexander, Tatikonda, Sekhar, Radev, Dragomir R

“…While neural networks have shown impressive performance on large datasets, applying these models to tasks where little data is available remains a challenging…”
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ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks by Yasunaga, Michihiro, Kasai, Jungo, Zhang, Rui, Fabbri, Alexander R, Li, Irene, Friedman, Dan, Radev, Dragomir R

“…Scientific article summarization is challenging: large, annotated corpora are not available, and the summary should ideally include the article's impacts on…”
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Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model by Fabbri, Alexander R, Li, Irene, She, Tianwei, Li, Suyi, Radev, Dragomir R

“…Automatic generation of summaries from multiple news articles is a valuable tool as the number of online publications grows rapidly. Single document…”
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What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning by Li, Irene, Fabbri, Alexander R, Tung, Robert R, Radev, Dragomir R

“…Recent years have witnessed the rising popularity of Natural Language Processing (NLP) and related fields such as Artificial Intelligence (AI) and Machine…”
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