+/-Effect word net: Sense-level lexicon acquisition for opinion inference

EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2014, Pages 1181-1191

  Choi, Yoonjung ^a   Wiebe, Janyce ^a  

^a Learning Research and Development Ctr   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); GRAPHIC METHODS;

GRAPH-BASED METHODS; LEXICON ACQUISITION; MANUAL ANNOTATION; SEED SET; SENSE AMBIGUITIES; WORD LEVEL; WORD NET;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84961291896     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/v1/d14-1125     Document Type: Conference Paper

References (28)

1. Cem Akkaya, Janyce Wiebe, and Rada Mihalcea. 2009. Subjectivity word sense disambiguation. In Proceedings of EMNLP 2009, pages 190-199.
2. Cem Akkaya, Janyce Wiebe, Alexander Conrad, and Rada Mihalcea. 2011. Improving the impact of subjectivity word sense disambiguation on contextual opinion analysis. In Proceedings of CoNLL 2011, pages 87-96.
3. Pranna Anand and Kevin Reschke. 2010. Verb classes as evaluativity functor classes. In Interdisciplinary Workshop on Verbs. The Identification and Representation of Verb Features.
4. Ron Artstein and Massimo Poesio. 2008. Inter-coder agreement for computational linguistics. Comput. Linguist., 34(4):555-596.
5. Stefano Baccianella, Andrea Esuli, and Fabrizio Sebastiani. 2010. Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining. In Proceedings of LREC, pages 2200-2204.
6. Yoonjung Choi, Lingjia Deng, and Janyce Wiebe. 2014. Lexical acquisition for opinion inference: A sense-level lexicon of benefactive and malefactive events. In Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), pages 107-112. Association for Computational Linguistics.
7. Lingjia Deng and Janyce Wiebe. 2014. Sentiment propagation via implicature constraints. In Proceedings of EACL.
8. Lingjia Deng, Yoonjung Choi, and Janyce Wiebe. 2013. Benefactive/malefactive event and writer attitude annotation. In Proceedings of 51st ACL, pages 120-125.
9. Lingjia Deng, Janyce Wiebe, and Yoonjung Choi. 2014. Joint inference and disambiguation of implicit sentiments via implicature constraints. In Proceedings of COLING, page 7988.
10. Andrea Esuli and Fabrizio Sebastiani. 2006. Sentiwordnet: A publicly available lexical resource for opinion mining. In Proceedings of 5th LREC, pages 417-422.
11. Andrea Esuli and Fabrizio Sebastiani. 2007. Pageranking wordnet synsets: An application to opinion mining. In Proceedings of ACL, pages 424-431.
12. Song Feng, Ritwik Bose, and Yejin Choi. 2011. Learning general connotation of words using graph-based algorithms. In Proceedings of EMNLP, pages 1092- 1103.
13. Amit Goyal, Ellen Riloff, and Hal DaumeIII. 2010. Automatically producing plot unit representations for narrative text. In Proceedings of EMNLP, pages 77-86.
14. Yaw Gyamfi, Janyce Wiebe, Rada Mihalcea, and Cem Akkaya. 2009. Integrating knowledge for subjectivity sense labeling. In Proceedings of NAACL HLT 2009, pages 10-18.
15. Vasileios Hatzivassiloglou and Kathleen R. McKeown. 1997. Predicting the semantic orientation of adjectives. In Proceedings of ACL, pages 174-181.
16. Jun Seok Kang, Song Feng, Leman Akoglu, and Yejin Choi. 2014. Connotationwordnet: Learning connotation over the word+sense network. In Proceedings of the 52nd ACL, page 15441554.
17. Soo-Min Kim and Eduard Hovy. 2004. Determining the sentiment of opinions. In Proceedings of 20th COLING, pages 1367-1373.
18. George A. Miller, Richard Beckwith, Christiane Fellbaum, Derek Gross, and Katherine Miller. 1990. Wordnet: An on-line lexical database. International Journal of Lexicography, 13(4):235-312.
19. Wei Peng and Dae Hoon Park. 2011. Generate adjective sentiment dictionary for social media sentiment analysis using constrained nonnegative matrix factorization. In Proceedings of ICWSM.
20. Philip Resnik. 1995. Using information content to evaluate semantic similarity. In Proceedings of 14th IJCAI, pages 448-453.
21. Ellen Riloff, Ashequl Qadir, Prafulla Surve, Lalindra De Silva, Nathan Gilbert, and Ruihong Huang. 2013. Sarcasm as contrast between a positive sentiment and negative situation. In Proceedings of EMNLP, pages 704-714.
22. Carlo Strapparava and Alessandro Valitutti. 2004. Wordnet-affect: An affective extension of wordnet. In Proceedings of 4th LREC, pages 1083-1086.
23. Fangzhong Su and Katja Markert. 2009. Subjectivity recognition on word senses via semi-supervised mincuts. In Proceedings of NAACL HLT 2009, pages 1-9.
24. Simon Tong and Daphne Koller. 2001. Support vector machin active learning with applications to text classification. Journal of Machine Learning Research, 2:45-66.
25. Peter Turney and Michael Littman. 2003. Measuring praise and criticism: Inference of semantic orientation from association. ACM Transactions on Information Systems, 21(4):315-346.
26. Theresa Wilson, Janyce Wiebe and Paul Hoffmann. 2005. Recognizing contextual polarity in phraselevel sentiment analysis. In Proceedings of HLTEMNLP, pages 347-354.
27. Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, and Bernhard Scholkopf. 2004. Learning with local and global consistency. Advances in Neural Information Processing Systems, 16:321-329.
28. Fernando Ziga and Seppo Kittil. 2010. Benefactives and malefactives, Typological perspectives and case studies. John Benjamins Publishing.