patrickpantel.com

publications

2012

  • Thomas Lin, Patrick Pantel, Michael Gamon, Anitha Kannan, Ariel Fuxman. 2012. Active Objects: Actions for Entity-Centric Search. To appear in Proceedings of World Wide Web Conference (WWW-12). Lyon, France.

2011

  • Patrick Pantel and Ariel Fuxman. 2011. Jigs and Lures: Associating Web Queries with Strongly-Typed Entities. In Proceedings of Association for Computational Linguistics - Human Language Technology (ACL-HLT-11). pp. 83-92. Portland, OR. [pdf]
  • Marco Pennacchiotti and Patrick Pantel. 2011. Automatically Building Training Examples for Entity Extraction. In Proceedings of Computational Natural Language Learning (CONLL-11). pp. 163-171. Portland, OR. [pdf]
  • Eric Crestan and Patrick Pantel. 2011. Web-Scale Table Census and Classification. In Proceedings of Web Search and Data Mining (WSDM-11). pp. 545-554. Hong Kong. [pdf]
  • Alpa Jain and Patrick Pantel. 2011. How do they Compare? Automatic Identification of Comparable Entities on the Web. In IEEE Conference on Information Reuse and Integration (IEEE-IRI-11). pp. 228-233. Las Vegas, NV. [pdf]

2010

  • Peter Turney and Patrick Pantel. 2010. From Frequency to Meaning: Vector Space Models of Semantics. Journal of Artificial Intelligence Research (JAIR), 37(1):141-188. AI Access Foundation. [pdf]
  • Alpa Jain and Patrick Pantel. 2010. FactRank: Random Walks on a Web of Facts. In Proceedings of Conference on Computational Linguistics (COLING-10). pp. 501-509. Beijing, China. [pdf]
  • Ana-Maria Popescu, Patrick Pantel and Gilad Mishne. 2010. Semantic Lexicon Adaptation for Use in Query Interpretation. In Proceedings of World Wide Web Conference (WWW-10). pp. 1167-1168. Raleigh, NC. [pdf]
  • Eric Crestan and Patrick Pantel. 2010. Web-Scale Knowledge Extraction from Semi-Structured Tables. In Proceedings of World Wide Web Conference (WWW-10). pp. 1081-1082. Raleigh, NC. [pdf]
  • Andrew Philpot, Eduard Hovy and Patrick Pantel. 2010. The Omega Ontology. In Chu-Ren Huang, Nicoletta Calzolari, Aldo Gangemi, Alessandro Lenci, Alessandro Oltramari, and Laurent Pr�vot (Eds.) Ontology and the Lexicon. ISBN: 978-0-52188-659-8. Cambridge University Press.

2009

  • Marco Pennacchiotti and Patrick Pantel. 2009. Entity Extraction via Ensemble Semantics. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-09). pp. 238-247. Singapore, Singapore. [pdf]
  • Patrick Pantel, Eric Crestan, Arkady Borkovsky, Ana-Maria Popescu and Vishnu Vyas. 2009. Web-Scale Distributional Similarity and Entity Set Expansion. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-09). pp. 938-947. Singapore, Singapore. [pdf]
  • Vishnu Vyas, Patrick Pantel and Eric Crestan. 2009. Helping Editors Choose Better Seed Sets for Entity Expansion. In Proceedings of ACM Conference on Information and Knowledge Management (CIKM-09). pp. 225-234. Hong Kong. [pdf]
  • Alpa Jain and Patrick Pantel. 2009. How do they compare? Automatic Identification of Comparable Entities on the Web. In Proceedings of ACM Conference on Information and Knowledge Management (CIKM-09). pp. 1661-1664. Hong Kong. [pdf]
  • Soo-Min Kim, Patrick Pantel, Lei Duan and Scott Gaffney. 2009. Improving Web Page Classification by Label-Propagation over Click Graphs. In Proceedings of ACM Conference on Information and Knowledge Management (CIKM-09). pp. 1077-1086. Hong Kong. [pdf]
  • Vishnu Vyas and Patrick Pantel. 2009. Semi-Automatic Entity Set Refinement. In Proceedings of North American Association for Computational Linguistics / Human Language Technology (NAACL/HLT-09). pp. 290-298. Boulder, CO. [pdf]
  • William Chang, Patrick Pantel, Ana-Maria Popescu, and Evgeniy Gabrilovich. 2009. Towards Intent-Driven Bidterm Suggestion. In Proceedings of Conference on World Wide Web (WWW-09). pp. 1093-1094. Madrid, Spain. [pdf]

2008

  • Patrick Pantel and Vishnu Vyas. 2008. A Joint Information Model for n-best Ranking. In Proceedings of Conference on Computational Linguistics (COLING-08). pp. 681-688. Manchester, UK. [pdf]
  • Vishnu Vyas and Patrick Pantel. 2008. Explaining Similarity of Terms. In Proceedings of Conference on Computational Linguistics (COLING-08). pp. 131-134. Manchester, UK. [pdf]
  • Patrick Pantel and Marco Pennacchiotti. 2008. Automatically Harvesting and Ontologizing Semantic Relations. In Paul Buitelaar and Philipp Cimiano (Eds.) Ontology Learning and Population: Bridging the Gap between Text and Knowledge - Selected Contributions to Ontology Learning and Population from Text. pp. 171-198. ISBN: 978-1-58603-818-2. IOS Press. [pdf]

2007

  • Rahul Bhagat, Patrick Pantel and Eduard Hovy. 2007. LEDIR: An Unsupervised Algorithm for Learning Directionality of Inference Rules. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-07). pp. 161-170. Prague, Czech Republic. [pdf]
  • Patrick Pantel, Rahul Bhagat, Bonaventura Coppola, Timothy Chklovski and Eduard Hovy. 2007. ISP: Learning Inferential Selectional Preferences. In Proceedings of North American Association for Computational Linguistics / Human Language Technology (NAACL HLT 07). pp. 564-571. Rochester, NY. [pdf]
  • Alfio Massimiliano Gliozzo, Marco Pennacchiotti and Patrick Pantel. 2007. The Domain Restriction Hypothesis: Relating Term Similarity and Semantic Consistency. In Proceedings of North American Association for Computational Linguistics / Human Language Technology (NAACL HLT 07). pp. 131-138. Rochester, NY. [pdf]
  • Patrick Pantel. 2007. Data Catalysis: Facilitating Large-Scale Natural Language Data Processing. In Proceedings of the International Symposium on Universal Communication (ISUC-07). pp. 201-204. Kyoto, Japan. [pdf]
  • Patrick Pantel, Andrew Philpot and Eduard Hovy. 2007. Data Integration in the Wild: From Instances to Concept Catalogs. In Proceedings of Conference on Digital Government Research (DG.O-07). pp. 264-265. Philadelphia, PA. [pdf]

2006

  • Patrick Pantel and Marco Pennacchiotti. 2006. Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations. In Proceedings of Conference on Computational Linguistics / Association for Computational Linguistics (COLING/ACL-06). pp. 113-120. Sydney, Australia. [pdf, ps]
  • Marco Pennacchiotti and Patrick Pantel. 2006. Ontologizing Semantic Relations. In Proceedings of Conference on Computational Linguistics / Association for Computational Linguistics (COLING/ACL-06). pp. 793-800. Sydney, Australia. [pdf, ps]
  • Soo-Min Kim, Patrick Pantel, Timothy Chklovski and Marco Pennacchiotti. 2006. Automatically Assessing Review Helpfulness. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-06). pp. 423-430. Sydney, Australia. [pdf, ps]
  • Patrick Pantel. 2006. Alias Detection in Malicious Environments. In Proceedings of AAAI Fall Symposium on Capturing and Using Patterns for Evidence Detection. pp. 14-20. Washington, D.C. [pdf, ps]
  • Marco Pennacchiotti and Patrick Pantel. 2006. A Bootstrapping Algorithm for Automatically Harvesting Semantic Relations. In Proceedings of Inference in Computational Semantics (ICoS-06). pp. 87-96. Buxton, England. [pdf, ps]
  • Patrick Pantel, Andrew Philpot and Eduard Hovy. 2006. Matching and Integration across Heterogeneous Data Sources. In Proceedings of Conference on Digital Government Research (DG.O-06). Poster. pp. 438-439. San Diego, CA. [pdf, ps]
  • Eduard Hovy, Andrew Philpot and Patrick Pantel. 2006. Entity Consolidation and Alignment in Semi-Structured Data Sources. In Proceedings of Conference on Digital Government Research (DG.O-06). Project Highlight. pp. 400-401. San Diego, CA. [pdf, ps]

2005

  • Patrick Pantel. 2005. Inducing Ontological Co-occurrence Vectors. In Proceedings of Association for Computational Linguistics (ACL-05). pp. 125-132. Ann Arbor, MI. [pdf, ps]
  • Deepak Ravichandran, Patrick Pantel, and Eduard Hovy. 2005. Randomized Algorithms and NLP: Using Locality Sensitive Hash Functions for High Speed Noun Clustering. In Proceedings of Association for Computational Linguistics (ACL-05). pp. 622-629. Ann Arbor, MI. [pdf, ps]
  • Timothy Chklovski and Patrick Pantel. 2005. Global Path-based Refinement of Noisy Graphs Applied to Verb Semantics. In Proceedings of Joint Conference on Natural Language Processing (IJCNLP-05). pp. 792-803. Jeju Island, South Korea. [pdf, ps]
  • Patrick Pantel. 2005. Modeling Observation Importance for Alias Detection. In Proceedings of the DHS Conference on Partnerships in Homeland Security (available on CD). Boston, MA. [pdf, ps]
  • Patrick Pantel, Andrew Philpot and Eduard Hovy. 2005. An Information Theoretic Model for Database Alignment. In Proceedings of Conference on Scientific and Statistical Database Management (SSDBM-05). pp. 14-23. Santa Barbara, CA. [pdf, ps]
  • Andrew Philpot, Patrick Pantel and Eduard Hovy. 2005. Significance Information for Translation: Air Quality Data Integration. In Proceedings of Conference on Digital Government Research (DG.O-05). System Demonstration. pp. 233-234. Atlanta, GA. [pdf, ps]
  • Patrick Pantel, Andrew Philpot and Eduard Hovy. 2005. Aligning Database Columns using Mutual Information. In Proceedings of Conference on Digital Government Research (DG.O-05). pp. 205-210. Atlanta, GA. [pdf, ps]
  • Andrew Philpot, Eduard Hovy and Patrick Pantel. 2005. The Omega Ontology. In Proceedings of IJCNLP Workshop on Ontologies and Lexical Resources (OntoLex-05). pp. 59-66. Jeju Island, South Korea. [pdf, ps]
  • Patrick Pantel, Andrew Philpot and Eduard Hovy. 2005. Data Alignment and Integration. IEEE Computer Magazine, 38(12):43-50. [pdf, ps]

2004

  • Timothy Chklovski and Patrick Pantel. 2004. VERBOCEAN: Mining the Web for Fine-Grained Semantic Verb Relations. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-04). pp. 33-40. Barcelona, Spain. [pdf, ps]
  • Patrick Pantel, Deepak Ravichandran and Eduard Hovy. 2004. Towards Terascale Knowledge Acquisition. In Proceedings of Conference on Computational Linguistics (COLING-04). pp. 771-777. Geneva, Switzerland. [pdf, ps]
  • Patrick Pantel and Deepak Ravichandran. 2004. Automatically Labeling Semantic Classes. In Proceedings of Human Language Technology / North American Association for Computational Linguistics (HLT/NAACL-04). pp. 321-328. Boston, MA. [pdf, ps]
  • Timothy Chklovski and Patrick Pantel. 2004. Path Analysis for Refining Verb Relations. In Proceedings of KDD Workshop on Link Analysis and Group Detection (LinkKDD-04). pp. 92-97. Seattle, WA. [pdf, ps]
  • Deepak Ravichandran, Patrick Pantel, and Eduard Hovy. 2004. The Terascale Challenge. In Proceedings of KDD Workshop on Mining for and from the Semantic Web (MSW-04). pp. 1-11. Seattle, WA. [pdf, ps]
  • Timothy Chklovski and Patrick Pantel. 2004. Large-Scale Extraction of Fine-Grained Semantic Relations between Verbs. In Proceedings of KDD Workshop on Mining for and from the Semantic Web (MSW-04). pp. 12-23. Seattle, WA. [pdf, ps]

2003

  • Patrick Pantel. 2003. Clustering by Committee. Ph.D. Dissertation. Department of Computing Science, University of Alberta, Canada. [pdf, ps]
  • Patrick Pantel and Dekang Lin. 2003. Automatically Discovering Word Senses. In Proceedings of Human Language Technology / North American Association for Computational Linguistics (HLT/NAACL-03). Project Demonstration. pp. 21-22. Edmonton, Canada. [pdf]

2002

  • Patrick Pantel and Dekang Lin. 2002. Discovering Word Senses from Text. In Proceedings of ACM Conference on Knowledge Discovery and Data Mining (KDD-02). pp. 613-619. Edmonton, Canada. [pdf, ps]
  • Dekang Lin and Patrick Pantel. 2002. Concept Discovery from Text. In Proceedings of Conference on Computational Linguistics (COLING-02). pp. 577-583. Taipei, Taiwan. [pdf, ps]
  • Patrick Pantel and Dekang Lin. 2002. Document Clustering with Committees. In Proceedings of ACM Conference on Research and Development in Information Retrieval (SIGIR-02). pp. 199-206. Tampere, Finland. [pdf, ps]
  • Patrick Pantel and Dekang Lin. 2002. Efficiently Clustering Documents with Committees. In Proceedings of Pacific Rim International Conference on Artificial Intelligence (PRICAI-02). pp. 424-433. Tokyo, Japan. [pdf, ps]

2001

  • Dekang Lin and Patrick Pantel. 2001. Discovery of Inference Rules for Question Answering. Natural Language Engineering, 7(4):343-360. [pdf, ps]
  • Dekang Lin and Patrick Pantel. 2001. Induction of Semantic Classes from Natural Language Text. In Proceedings of ACM Conference on Knowledge Discovery and Data Mining (KDD-01). pp. 317-322. San Francisco, CA. [pdf, ps]
  • Dekang Lin and Patrick Pantel. 2001. DIRT - Discovery of Inference Rules from Text. In Proceedings of ACM Conference on Knowledge Discovery and Data Mining (KDD-01). pp. 323-328. San Francisco, CA. [pdf, ps]
  • Patrick Pantel and Dekang Lin. 2001. A Statistical Corpus-Based Term Extractor. In: Stroulia, E. and Matwin, S. (Eds.) AI 2001, Lecture Notes in Artificial Intelligence. pp. 36-46. Springer-Verlag. [pdf, ps]

2000

  • Patrick Pantel and Dekang Lin. 2000. An Unsupervised Approach to Prepositional Phrase Attachment using Contextually Similar Words. In Proceedings of Association for Computational Linguistics (ACL-00). pp. 101-108. Hong Kong. [pdf, ps]
  • Patrick Pantel and Dekang Lin. 2000. Word-for-Word Glossing with Contextually Similar Words. In Proceedings of Applied Natural Language Processing / North American Association for Computational Linguistics (ANLP/NAACL-00). pp. 78-85. Seattle, WA. [pdf, ps]
  • M. Maheswaran; H. Chen; S. Pradhan; P. Pantel; L. Zheng; R. Min; and T. Groner. 2000. A Resource Management System for Network Computing using Java. In Proceedings of Computer Science and Informatics. pp. 453-456. Atlantic City, NJ. [pdf, ps]

1998

  • Patrick Pantel and Dekang Lin. 1998. SpamCop - A Spam Classification & Organization Program. In Proceedings of AAAI Workshop on Learning for Text Categorization. pp. 95-98. Madison, WI. [pdf, ps]

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