Learning general connotation of words using graph-based algorithms

EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2011, Pages 1092-1103

  Feng, Song ^a   Bose, Ritwik ^a   Choi, Yejin ^a  

^a Stony Brook University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMON SENSE; EMPIRICAL STUDIES; GRAPH-BASED; NATURAL LANGUAGE TEXT; PAGERANK; SELECTIONAL PREFERENCES; SENTIMENT ANALYSIS; WORLD KNOWLEDGE;

ALGORITHMS; COMPUTATIONAL LINGUISTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053267626     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (32)

1. Alina Adreevskaia and Sabine Bergler. 2006. Mining wordnet for fuzzy sentiment: Sentiment tag extraction from wordnet glosses. In 11th Conference of the European Chapter of the Association for Computational Linguistics, pages 209-216.
2. Stefano Baccianella, Andrea Esuli, and Fabrizio Sebastiani. 2010. Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining. In Nicoletta Calzolari (Conference Chair), Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odijk, Stelios Piperidis, Mike Rosner, and Daniel Tapias, editors, Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), Valletta, Malta, may. European Language Resources Association (ELRA).
3. Monica Bianchini, Marco Gori, and Franco Scarselli. 2005. Inside pagerank. ACM Trans. Internet Technol., 5:92-128, February.
4. Thorsten Brants and Alex Franz. 2006. Web 1t 5-gram version 1. In Linguistic Data Consortium, ISBN: 1-58563-397-6, Philadelphia.
5. Kenneth Ward Church and Patrick Hanks. 1990. Word association norms, mutual information, and lexicography. Comput. Linguist., 16:22-29, March.
6. K. Collins-Thompson and J. Callan. 2007. Automatic and human scoring of word definition responses. In Proceedings of NAACL HLT, pages 476-483.
7. Andrea Esuli and Fabrizio Sebastiani. 2006. Sentiwordnet: A publicly available lexical resource for opinion mining. In In Proceedings of the 5th Conference on Language Resources and Evaluation (LREC06, pages 417-422.
8. Andrea Esuli and Fabrizio Sebastiani. 2007. Pageranking wordnet synsets: An application to opinion mining. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 424-431. Association for Computational Linguistics.
9. Taher H. Haveliwala. 2002. Topic-sensitive pagerank. In Proceedings of the Eleventh International World Wide Web Conference, Honolulu, Hawaii.
10. Nobuhiro Kaji and Masaru Kitsuregawa. 2007. Building lexicon for sentiment analysis from massive collection of HTML documents. In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 1075-1083.
11. Jaap Kamps, Maarten Marx, Robert J. Mokken, and Maarten De Rijke. 2004. Using wordnet to measure semantic orientation of adjectives. In Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC), pages 1115-1118.
12. Jon M. Kleinberg. 1999. Authoritative sources in a hyperlinked environment. JOURNAL OF THE ACM, 46(5):604-632.
13. B. Louw, M. Baker, G. Francis, and E. Tognini-Bonelli. 1993. Irony in the text or insincerity in the writer? the diagnostic potential of semantic prosodies. TEXT AND TECHNOLOGY IN HONOUR OF JOHN SINCLAIR, pages 157-176.
14. Saif Mohammad and Peter Turney. 2010. Emotions evoked by common words and phrases: Using mechanical turk to create an emotion lexicon. In Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text, pages 26-34, Los Angeles, CA, June. Association for Computational Linguistics.
15. Saif Mohammad, Cody Dunne, and Bonnie Dorr. 2009. Generating high-coverage semantic orientation lexicons from overtly marked words and a thesaurus. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 599-608, Singapore, August. Association for Computational Linguistics.
16. C. E. Osgood, G. Suci, and P. Tannenbaum. 1957. The measurement of meaning. University of Illinois Press, Urbana, IL.
17. Lawrence Page, Sergey Brin, Rajeev Motwani, and Terry Winograd. 1999. The pagerank citation ranking: Bringing order to the web. Technical Report 1999-66, Stanford InfoLab, November.
18. Delip Rao and Deepak Ravichandran. 2009. Semisupervised polarity lexicon induction. In EACL '09: Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics, pages 675-682, Morristown, NJ, USA. Association for Computational Linguistics.
19. John Sinclair. 1991. Corpus, concordance, collocation. Describing English language. Oxford University Press.
20. A. Stefanowitsch and S.T. Gries. 2003. Collostructions: Investigating the interaction of words and constructions. International Journal of Corpus Linguistics, 8(2):209-243.
21. Philip J. Stone and Earl B. Hunt. 1963. A computer approach to content analysis: studies using the general inquirer system. In Proceedings of the May 21-23, 1963, spring joint computer conference, AFIPS '63 (Spring), pages 241-256, New York, NY, USA. ACM.
22. Carlo Strapparava and Rada Mihalcea. 2007. Semeval-2007 task 14: affective text. In SemEval '07: Proceedings of the 4th International Workshop on Semantic Evaluations, pages 70-74, Morristown, NJ, USA. Association for Computational Linguistics.
23. M. Stubbs. 1995. Collocations and semantic profiles: on the cause of the trouble with quantitative studies. Functions of language, 2(1):23-55.
24. Fangzhong Su and Katja Markert. 2009. Subjectivity recognition on word senses via semi-supervised mincuts. In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 1-9. Association for Computational Linguistics.
25. Hiroya Takamura, Takashi Inui, and Manabu Okumura. 2005. Extracting semantic orientations of words using spin model. In Proceedings of ACL-05, 43rd Annual Meeting of the Association for Computational Linguistics, Ann Arbor, US. Association for Computational Linguistics.
26. Kristina Toutanova and Christopher D. Manning. 2000. Enriching the knowledge sources used in a maximum entropy part-of-speech tagger. In In EMNLP/VLC 2000, pages 63-70.
27. Peter Turney. 2001. Mining the web for synonyms: Pmiir versus lsa on toefl.
28. Leonid Velikovich, Sasha Blair-Goldensohn, Kerry Hannan, and Ryan McDonald. 2010. The viability of web-derived polarity lexicons. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Association for Computational Linguistics.
29. Janyce Wiebe, Theresa Wilson, and Claire Cardie. 2005. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation (formerly Computers and the Humanities), 39(2/3):164-210.
30. Theresa Wilson, Paul Hoffmann, Swapna Somasundaran, Jason Kessler, Janyce Wiebe, Yejin Choi, Claire Cardie, Ellen Riloff, and Siddharth Patwardhan. 2005a. Opinionfinder: a system for subjectivity analysis. In Proceedings of HLT/EMNLP on Interactive Demonstrations, pages 34-35, Morristown, NJ, USA. Association for Computational Linguistics.
31. Theresa Wilson, Janyce Wiebe, and Paul Hoffmann. 2005b. Recognizing contextual polarity in phraselevel sentiment analysis. In HLT '05: Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing, pages 347-354, Morristown, NJ, USA. Association for Computational Linguistics.
32. Xiaojin Zhu and Zoubin Ghahramani. 2002. Learning from labeled and unlabeled data with label propagation. In Technical Report CMU-CALD-02-107. CarnegieMellon University.