William W. Cohen

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William W. Cohen is a person.

See: String Distance Function, Relation Mention Recognition Algorithm, RIPPER.

References

2018

(Yang, Dai et al., 2018) ⇒ Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, and William W. Cohen. (2018). “Breaking the Softmax Bottleneck: A High-rank RNN Language Model.” In: Proceedings of 6th International Conference on Learning Representations (ICLR-2018).

2013

(Pujara et al., 2013) ⇒ Jay Pujara, Hui Miao, Lise Getoor, and William Cohen. (2013). “Knowledge Graph Identification.” In: Proceedings of the 12th International Semantic Web Conference - Part I. ISBN:978-3-642-41334-6 doi:10.1007/978-3-642-41335-3_34

2012

(Lao, Subramanya et al., 2012) ⇒ Ni Lao, Amarnag Subramanya, Fernando Pereira, and William W. Cohen. (2012). “Reading The Web with Learned Syntactic-Semantic Inference Rules." In: Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing, and Computational Natural Language Learning (EMNLP-CoNLL, 2012).
(Minkov & Cohen, 2012) ⇒ Einat Minkov, and William Cohen. (2012). “Graph Based Similarity Measures for Synonym Extraction from Parsed Text.” In: Workshop Proceedings of TextGraphs-7: Graph-based Methods for Natural Language Processing (TextGraphs-7).

2010

(Lao et al., 2010) ⇒ Ni Lao, and William W. Cohen. (2010). “Relational Retrieval Using a Combination of Path-constrained Random Walks.” In: Machine Learning Journal, 81(1). doi:10.1007/s10994-010-5205-8

2005

(Cohen et al., 2005) ⇒ William W. Cohen, Einat Minkov, and A. Tomasic. (2005). “Learning to Understand Web Site Update Requests.” In: Proceedings of IJCAI Conference (IJCAI 2005).
(Minkov et al., 2005) ⇒ Einat Minkov, Richard C. Wang, and William W. Cohen. (2005). “Extracting Personal Names from Email: Applying named entity recognition to informal text.” In: Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing (EMNLP 2005). doi:10.3115/1220575.1220631
(Cohen & Carvalho, 2005) ⇒ William W. Cohen, and Vitor R. Carvalho. (2005). “Stacked Sequential Learning.” In: Proceedings of the 19th international joint conference on Artificial intelligence.

2004

(Cohen & Sarawagi, 2004) ⇒ William W. Cohen, and Sunita Sarawagi. (2004). “Exploiting Dictionaries in Named Entity Extraction: Combining semi-Markov extraction processes and data integration methods.” In: Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004). doi:10.1145/1014052.1014065
(Sarawagi & Cohen, 2004) ⇒ Sunita Sarawagi, and William W. Cohen. (2004). “Semi-Markov Conditional Random Fields for Information Extraction.” In: Proceedings of Advances in Neural Information Processing Systems, 17 NIPS 2004.
(Cohen, 2004) ⇒ William W. Cohen. (2004). “Collaborative Filtering: A Tutorial." DIMACS Tutorials on Social Choice and Computer Science

2003

(Cohen et al., 2003) ⇒ William W. Cohen, Pradeep Ravikumar, and Stephen E. Fienberg. (2003). “A Comparison of String Distance Metrics for Name-Matching Tasks.” In: Workshop on Information Integration on the Web (IIWeb-03).
(Cohen & Ravikumar, 2003) ⇒ William W. Cohen, and Pradeep Ravikumar. (2003). “Secondstring: An open-source Java toolkit of approximate string-matching techniques.” Project web page, http://secondstring.sourceforge.net.

2002

(Cohen & Richman, 2002) ⇒ William W. Cohen, and J. Richman. (2002). “"Learning to Match and Cluster Large High-Dimensional Data Sets for Data Integration.” In: Proceedings of The Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002).
(Cohen et al., 2002) ⇒ William W. Cohen, Matthew Hurst, and Lee S. Jensen. (2002). “A Flexible Learning System for Wrapping Tables and Lists in HTML Documents.” In: Proceedings of the 11th World Wide Web Conference (WWW 2002).
- It proposes the WhizBang Labs Wrapper Learner (WL2) Wrapper-Learning System.
- It uses a two-dimensional geometric to describe pages.
- It uses a master learning algorithm.
- It uses an ordered set of "builders" (not learning based) to indicate learning system’s bias. Each builder is associated with a language L which is specific and restricted.

2001

(Cohen & Richman, 2001) ⇒ William W. Cohen, and J. Richman. (2001). “Learning to Match and Cluster Entity Names.” In: ACM SIGIR 2001 Workshop on Mathematical/Formal Methods in Information Retrieval.

2000

(Cohen, 2000) ⇒ William W. Cohen. (2000). “Data Integration Using Similarity Joins and a Word-based Information Representation Language.” In: ACM Transactions on Information Systems 18(3).
(Cohen et al., 2000) ⇒ William W. Cohen, Andrew McCallum, and D. Quass. (2000). “Learning to Understand the Web.” In: Bulletin of the IEEE Computer Society Technical Committee on Data Engineering.

1998

(Cohen, 1998) ⇒ William W. Cohen. (1998). “Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity.” In: Proceedings of the 1998 ACM International Conference on Management of Data (SIGMOD 1998).

1996

(Cohen & Singer, 1996) ⇒ William W. Cohen, and Yoram Singer. (1996). “Context-Sensitive Learning Methods for Text Categorization.” In: Proceedings of the 19th ACM SIGIR Conference (SIGIR 1996). doi:10.1145/243199.243278
- Cited by ~523 http://scholar.google.com/scholar?cites=2527079598885853418
(Cohen, 1996) ⇒ William W. Cohen. (1996). “Learning Trees and Rules with Set-Valued Features.” In: Proceedings of the thirteenth national conference on Artificial intelligence (AAAI 1996).
- RIPPER Algorithm.

1995a

(Cohen, 1995) ⇒ William W.Cohen (1995). "Fast Effective Rule induction". Proceedings of the Twelfth International Conference on Machine Learning (ICML 1995). DOI:10.1016/B978-1-55860-377-6.50023-2

1995b

(Cohen, 1995b) ⇒ William W. Cohen. (1995). “Text Categorization and Relational Learning.” In: The Twelfth International Conference on Machine Learning (ICML 1995).

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Person