patrickpantel.com

publications

2016

  • Ashequl Qadir, Michael Gamon, Patrick Pantel, Ahmed Hassan Awadallah. 2016. Activity Modeling in Email. In Proceedings of North American Association for Computational Linguistics / Human Language Technology (NAACL HLT 16). pp. 1452-1462. San Diego, CA. [pdf]

2015

  • Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury, Michael Gamon. 2015. Representing Text for Joint Embedding of Text and Knowledge Bases. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-15). pp. 1499-1509. Lisbon, Portugal. [pdf]

2014

  • Patrick Pantel, Michael Gamon, Ariel Fuxman. 2014. Smart Selection. In Proceedings of Association for Computational Linguistics (ACL-14). pp. 1524-1533. Baltimore, MD. [pdf]
  • Michael Gamon, Arjun Mukherjee, Patrick Pantel. 2014. Predicting Interesting Things in Text. In Proceedings of Conference on Computational Linguistics (COLING-14). pp. 1477-1488. Dublin, Ireland. [pdf]
  • Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng. 2014. Modeling Interestingness with Deep Neural Networks. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-14). pp. 2-13. Doha, Qatar.
  • Ahmed Hassan Awadallah, Ryen W. White, Patrick Pantel, Susan T. Dumais, Yi-Min Wang. 2014. Supporting Complex Search Tasks. In Proceedings of ACM Conference on Information and Knowledge Management (CIKM-14). pp. 829-838. Shanghai, China.
  • Ariel Fuxman, Patrick Pantel, Yuanhua Lv, Ashok Chandra, Pradeep Chilakamarri, Michael Gamon, David Hamilton, Bernhard Kohlmeier, Dhyanesh Narayanan, Evangelos Papalexakisz, Bo Zhao. 2014. Contextual Insights. In Proceedings of Companion Publication of the World Wide Web Conference (WWW-14). pp. 265-266. Seoul, South Korea. [pdf]

2013

  • Michael Gamon, Tae Yano, Xinying Song, Johnson Apacible, Patrick Pantel. 2013. Identifying Salient Entities in Web Pages. In Proceedings of ACM Conference on Information and Knowledge Management (CIKM-13). pp. 2375-2380. Burlingame, CA. [pdf]
  • Michael Gamon, Tae Yano, Xinying Song, Johnson Apacible, Patrick Pantel. 2013. Understanding Document Aboutness Step One: Identifying Salient Entities. Microsoft Research Technical Report. MSR-TR-2013-73. November, 2013. [pdf]

2012

  • Patrick Pantel, Michael Gamon, Omar Alonso, Kevin Haas. 2012. Social Annotations: Utility and Prediction Modeling. In Proceedings of ACM Special Interest Group on Information Retrieval (SIGIR-12). pp. 285-294. Portland, OR. [pdf]
  • Thomas Lin, Patrick Pantel, Michael Gamon, Anitha Kannan, Ariel Fuxman. 2012. Active Objects: Actions for Entity-Centric Search. In Proceedings of World Wide Web Conference (WWW-12). pp. 589-598. Lyon, France. [pdf]
  • Patrick Pantel, Thomas Lin, Michael Gamon. 2012. Mining Entity Types from Query Logs via User Intent. In Proceedings of Association for Computational Linguistics (ACL-12). pp. 563-571. Jeju Island, South Korea. [pdf]
  • Hassan Sajjad, Patrick Pantel, Michael Gamon. 2012. Underspecified Query Refinement via Natural Language Question Generation. In Proceedings of Conference on Computational Linguistics (COLING-10). pp. 2341-2356. Mumbai, India. [pdf]
  • Yoav Artzi, Patrick Pantel, Michael Gamon. 2012. Predicting Responses to Microblog Posts. In Proceedings of North American Association for Computational Linguistics / Human Language Technology (NAACL HLT 12). pp. 602-606. Montreal, Canada. [pdf]
  • Omar Alonso, Michael Gamon, Kevin Haas, Patrick Pantel. 2012. Diversity and Relevance in Social Search. In Proceedings of Web Search and Data Mining Workshop on Diversity in Document Retrieval (DDR-12). Seattle, WA. [pdf]

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 Special Interest Group on 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]

Quick Links