Deposito File: Web Mining e Retrieval (a.a. 2015/16) - Reference Papers for Oral Dicussion

Esci dai Frame

Web Mining e Retrieval (a.a. 2013/14)
Secondo Semestre

Reference Papers for Oral Dicussion

Sommario Contenuti

1.Papers

Reference Papers for Oral Dicussion.
This list of papers is made available to select the article for discussion in the oral session. This is list is and always be work in progress. So, please check the list every new session in order to locate new papers proposed that are possibly of interest for your exam.

Word Sense Disambiguation

Hinrich Schütze, Automatic Word Sense Discrimination Computational Linguistics, Vol. 24, No. 1. (1998), pp. 97-123

David Yarowsky, Unsupervised word sense disambiguation rivaling supervised methods Proceedings of the 33rd Annual Meeting of the ACL, (1995)

Navigli, R. and Lapata, M. Graph connectivity measures for unsupervised word sense disambiguation Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI, Hyderabad, India). 1683-1688

Learning to Rank

Y. Cao, J. Xu, T.Y. Liu, H. Li, Y. Huang, and H.W. Hon, Adapting ranking SVM to document retrieval SIGIR 06, pp.186-193, 2006.

Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, and Hang Li. 2007. Learning to rank: from pairwise approach to listwise approach. In Proceedings of the 24th international conference on Machine learning (ICML '07), Zoubin Ghahramani (Ed.). ACM, New York, NY, USA, 129-136. DOI=http://dx.doi.org/10.1145/1273496.1273513

Question Classification/Answering

D. Ferrucci, E. Brown, J. Chu-Carroll, J. Fan, D. Gondek, Aditya A. Kalyanpur, A. Lally, J. William Murdock, E. Nyberg, J. Prager, N. Schlaefer, and C. Welty Building Watson: An Overview of the DeepQA Project, AI Magazine, 31(3), (2010).

Xin Li and Dan Roth, Learning Question Classifiers: The Role of Semantic Information, Journal of Natural Language Engineering, Volume 12 , Issue 3 (September 2006).

Spectral Analysis for Word Embeddings

Paramveer Dhillon, Dean Foster and Lyle Ungar, Eigenwords: Spectral Word Embeddings JMLR (Journal of Machine Learning Research 16), Dec. 2015
T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean. Distributed representations of words and phrases and their compositionality. In Advances in Neural Information Processing Systems, pages 3111--3119, 2013

Semantic Role Labeling

Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011. Natural Language Processing (Almost) from Scratch. In J. Mach. Learn. Res. 12 (November 2011), 2493-2537.

Alessandro Moschitti, Daniele Pighin, and Roberto Basili. 2008. Tree kernels for semantic role labeling. Comput. Linguist. 34, 2 (June 2008), 193-224. DOI=http://dx.doi.org/10.1162/coli.2008.34.2.193

Opinion Mining / Community Detection

Turney, Peter D. and Michael L. Littman. 2003. Measuring praise and criticism: inference of semantic orientation from association. ACM Transactions on Information Systems 21: 315-346.

Sentiment, Emotion, Purpose, and Style in Electoral Tweets. Saif M. Mohammad, Svetlana Kiritchenko, Xiaodan Zhu, and Joel Martin. Information Processing and Management, Volume 51, Issue 4, July 2015, Pages 480–499.

Wilson, Theresa; Jancye Wiebe; and Philip Hoffmann. 2005. Recognizing contextual polarity in phrase-level sentiment analysis. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. ACL.

Andrea Esuli and Fabrizio Sebastiani, PageRanking WordNet Synsets: An Application to Opinion Mining, Proceedings of the Association for Computational Linguistics (ACL), 2007.

	Web Mining e Retrieval (a.a. 2013/14) Secondo Semestre

Reference Papers for Oral Dicussion

Sommario Contenuti 1.Papers
Reference Papers for Oral Dicussion. This list of papers is made available to select the article for discussion in the oral session. This is list is and always be work in progress. So, please check the list every new session in order to locate new papers proposed that are possibly of interest for your exam. Word Sense Disambiguation Hinrich Schütze, Automatic Word Sense Discrimination Computational Linguistics, Vol. 24, No. 1. (1998), pp. 97-123 David Yarowsky, Unsupervised word sense disambiguation rivaling supervised methods Proceedings of the 33rd Annual Meeting of the ACL, (1995) Navigli, R. and Lapata, M. Graph connectivity measures for unsupervised word sense disambiguation Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI, Hyderabad, India). 1683-1688 Learning to Rank Y. Cao, J. Xu, T.Y. Liu, H. Li, Y. Huang, and H.W. Hon, Adapting ranking SVM to document retrieval SIGIR 06, pp.186-193, 2006. Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, and Hang Li. 2007. Learning to rank: from pairwise approach to listwise approach. In Proceedings of the 24th international conference on Machine learning (ICML '07), Zoubin Ghahramani (Ed.). ACM, New York, NY, USA, 129-136. DOI=http://dx.doi.org/10.1145/1273496.1273513 Question Classification/Answering D. Ferrucci, E. Brown, J. Chu-Carroll, J. Fan, D. Gondek, Aditya A. Kalyanpur, A. Lally, J. William Murdock, E. Nyberg, J. Prager, N. Schlaefer, and C. Welty Building Watson: An Overview of the DeepQA Project, AI Magazine, 31(3), (2010). Xin Li and Dan Roth, Learning Question Classifiers: The Role of Semantic Information, Journal of Natural Language Engineering, Volume 12 , Issue 3 (September 2006). Spectral Analysis for Word Embeddings Paramveer Dhillon, Dean Foster and Lyle Ungar, Eigenwords: Spectral Word Embeddings JMLR (Journal of Machine Learning Research 16), Dec. 2015 T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean. Distributed representations of words and phrases and their compositionality. In Advances in Neural Information Processing Systems, pages 3111--3119, 2013 Semantic Role Labeling Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011. Natural Language Processing (Almost) from Scratch. In J. Mach. Learn. Res. 12 (November 2011), 2493-2537. Alessandro Moschitti, Daniele Pighin, and Roberto Basili. 2008. Tree kernels for semantic role labeling. Comput. Linguist. 34, 2 (June 2008), 193-224. DOI=http://dx.doi.org/10.1162/coli.2008.34.2.193 Opinion Mining / Community Detection Turney, Peter D. and Michael L. Littman. 2003. Measuring praise and criticism: inference of semantic orientation from association. ACM Transactions on Information Systems 21: 315-346. Sentiment, Emotion, Purpose, and Style in Electoral Tweets. Saif M. Mohammad, Svetlana Kiritchenko, Xiaodan Zhu, and Joel Martin. Information Processing and Management, Volume 51, Issue 4, July 2015, Pages 480–499. Wilson, Theresa; Jancye Wiebe; and Philip Hoffmann. 2005. Recognizing contextual polarity in phrase-level sentiment analysis. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. ACL. Andrea Esuli and Fabrizio Sebastiani, PageRanking WordNet Synsets: An Application to Opinion Mining, Proceedings of the Association for Computational Linguistics (ACL), 2007.