Columbia NLP: Sentiment Detection of Sentences and Subjective Phrases in Social Media

8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings

Volumn , Issue , 2014, Pages 198-202

  Rosenthal, Sara ^a   Agarwal, Apoorv ^a   McKeown, Kathleen ^a  

^a Department of Earth and Environmental Sciences   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SEMANTICS; SENTIMENT ANALYSIS;

COLUMBIA; DETECTION SYSTEM; FIRST SYSTEMS; POSITIVE/NEGATIVE; SENTIMENT ANALYSIS; SOCIAL MEDIA; SUBTASK;

SOCIAL NETWORKING (ONLINE);

EID: 84934944746     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Apoorv Agarwal, Fadi Biadsy, and Kathleen R. Mckeown. 2009. Contextual phrase-level polarity analysis using lexical affect scoring and syntactic n-grams. In Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics, EACL’09, pages 24–32, Stroudsburg, PA, USA. Association for Computational Linguistics.
2. Apoorv Agarwal, Boyi Xie, Ilia Vovsha, Owen Ram-bow, and Rebecca Passonneau. 2011. Sentiment analysis of twitter data. In Proceedings of the Workshop on Language in Social Media (LSM 2011), pages 30–38, Portland, Oregon, June. Association for Computational Linguistics.
3. 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 International Conference on Language Resources and Evaluation (LREC’10), Valletta, Malta, may. European Language Resources Association (ELRA).
4. Luciano Barbosa and Junlan Feng. 2010. Robust sentiment detection on twitter from biased and noisy data. In COLING (Posters), pages 36–44.
5. Adam Bermingham and Alan F. Smeaton. 2010. Classifying sentiment in microblogs: is brevity an advantage? In Jimmy Huang, Nick Koudas, Gareth J. F. Jones, Xindong Wu, Kevyn Collins-Thompson, and Aijun An, editors, CIKM, pages 1833–1836. ACM.
6. Christiane Fellbaum, editor. 1998. WordNet An Electronic Lexical Database. The MIT Press, Cambridge, MA; London, May.
7. Alec Go, Richa Bhayani, and Lei Huang. 2009. Twitter sentiment classification using distant supervision. Processing, pages 1–6.
8. Roberto González-Ibáñez, Smaranda Muresan, and Nina Wacholder. 2011. Identifying sarcasm in twitter: A closer look. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Short Papers - Volume 2, HLT’11, pages 581–586, Stroudsburg, PA, USA. Association for Computational Linguistics.
9. Mark Hall, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, and Ian H. Witten. 2009. The weka data mining software: an update. SIGKDD Explor. Newsl., 11(1):10–18, November.
10. Preslav Nakov, Sara Rosenthal, Zornitsa Kozareva, Veselin Stoyanov, Alan Ritter, and Theresa Wilson. 2013. Semeval-2013 task 2: Sentiment analysis in twitter. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pages 312–320, Atlanta, Georgia, USA, June. Association for Computational Linguistics.
11. Alexander Pak and Patrick Paroubek. 2010. Twitter as a corpus 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 International Conference on Language Resources and Evaluation (LREC’10), Valletta, Malta, may. European Language Resources Association (ELRA).
12. Sara Rosenthal and Kathleen McKeown. 2013. Columbia nlp: Sentiment detection of subjective phrases in social media. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pages 478–482, Atlanta, Georgia, USA, June. Association for Computational Linguistics.
13. Sara Rosenthal, Preslav Nakov, Alan Ritter, and Veselin Stoyanov. 2014. Semeval-2014 task 9: Sentiment analysis in twitter. In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), Dublin, Ireland, August. The COLING 2014 Organizing Committee.
14. C. M. Whissel. 1989. The dictionary of affect in language. In R. Plutchik and H. Kellerman, editors, Emotion: theory research and experience, volume 4, London. Acad. Press.