Diverse keyword extraction from conversations

ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

Volumn 2, Issue , 2013, Pages 651-657

  Habibi, Maryam ^a   Popescu Belis, Andrei ^a  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; EXTRACTION;

KEYWORD EXTRACTION; RELEVANCE JUDGMENT;

DATA MINING;

EID: 84907337444     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (27)

1. David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent Dirichlet Allocation. Journal of Machine Learning Research, 3:993-1022.
2. Jonathan Boyd-Graber, Jordan Chang, Sean Gerrish, Chong Wang, and David Blei. 2009. Reading tea leaves: How humans interpret topic models. In Proceedings of the 23rd Annual Conference on Neural Information Processing Systems (NIPS).
3. Jean Carletta. 2007. Unleashing the killer corpus: Experiences in creating the multi-everything AMI Meeting Corpus. Language Resources and Evaluation Journal, 41(2):181-190.
4. Christopher Cieri, David Miller, and Kevin Walker. 2004. The Fisher Corpus: a resource for the next generations of speech-to-text. In Proceedings of 4th International Conference on Language Resources and Evaluation (LREC), pages 69-71.
5. Charles L. A. Clarke, Maheedhar Kolla, Gordon V. Cormack, Olga Vechtomova, Azin Ashkan, Stefan Büttcher, and Ian MacKinnon. 2008. Novelty and diversity in information retrieval evaluation. In Proceedings of the 31st annual international ACM SI-GIR conference on Research and development in information retrieval, pages 659-666.
6. Andras Csomai and Rada Mihalcea. 2007. Linking educational materials to encyclopedic knowledge. Frontiers in Artificial Intelligence and Applications, 158:557.
7. Eibe Frank, Gordon W. Paynter, Ian H. Witten, Carl Gutwin, and Craig G. Nevill-Manning. 1999. Domain-specific keyphrase extraction. In Proceedings of the 16th International Joint Conference on Artificial Intelligence (IJCAI 1999), pages 668-673, Stockholm, Sweden.
8. Maryam Habibi and Andrei Popescu-Belis. 2012. Using crowdsourcing to compare document recommendation strategies for conversations. In Workshop on Recommendation Utility Evaluation: Beyond RMSE (RUE 2011), page 15.
9. David Harwath and Timothy J. Hazen. 2012. Topic identification based extrinsic evaluation of summarization techniques applied to conversational speech. In Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5073-5076. IEEE.
10. Matthew D. Hoffman, David M. Blei, and Francis Bach. 2010. Online learning for Latent Dirichlet Allocation. Proceedings of 24th Annual Conference on Neural Information Processing Systems, 23:856-864.
11. Anette Hulth. 2003. Improved automatic keyword extraction given more linguistic knowledge. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2003), pages 216-223, Sapporo, Japan.
12. Jingxuan Li, Lei Li, and Tao Li. 2012. Multi-document summarization via submodularity. Applied Intelligence, 37(3):420-430.
13. Hui Lin and Jeff Bilmes. 2011. A class of submodular functions for document summarization. In Proceedings of the 49th Annual Meeting of the ACL.
14. Feifan Liu, Deana Pennell, Fei Liu, and Yang Liu. 2009a. Unsupervised approaches for automatic keyword extraction using meeting transcripts. In Proceedings of the 2009 Annual Conference of the North American Chapter of the ACL (HLT-NAACL), pages 620-628.
15. Zhiyuan Liu, Wenyi Huang, Yabin Zheng, and Maosong Sun. 2009b. Clustering to find exemplar terms for keyphrase extraction. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), pages 257-266.
16. Zhiyuan Liu, Wenyi Huang, Yabin Zheng, and Maosong Sun. 2010. Automatic keyphrase extraction via topic decomposition. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010), pages 366-376.
17. Hans Peter Luhn. 1957. A statistical approach to mechanized encoding and searching of literary information. IBM Journal of Research and Development, 1(4):309-317.
18. Yutaka Matsuo and Mitsuru Ishizuka. 2004. Keyword extraction from a single document using word co-occurrence statistical information. International Journal on Artificial Intelligence Tools, 13(1):157-169.
19. Andrew K. McCallum. 2002. MALLET: A machine learning for language toolkit. http://mallet.cs.umass.edu.
20. Rada Mihalcea and Paul Tarau. 2004. TextRank: Bringing order into texts. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2004), pages 404-411, Barcelona.
21. George L. Nemhauser, Laurence A. Wolsey, and Marshall L. Fisher. 1978. An analysis of approximations for maximizing submodular set functions. Mathematical Programming Journal, 14(1):265-294.
22. Ani Nenkova and Kathleen McKeown, 2012. A Survey of Text Summarization Techniques, chapter 3, pages 43-76. Springer.
23. Gerard Salton and Christopher Buckley. 1988. Term-weighting approaches in automatic text retrieval. Information Processing and Management Journal, 24(5):513-523.
24. Gerard Salton, Chung-Shu Yang, and Clement T. Yu. 1975. A theory of term importance in automatic text analysis. Journal of the American Society for Information Science, 26(1):33-44.
25. Peter Turney. 1999. Learning to extract keyphrases from text. Technical Report ERB-1057, National Research Council Canada (NRC).
26. Jinghua Wang, Jianyi Liu, and Cong Wang. 2007. Keyword extraction based on PageRank. In Advances in Knowledge Discovery and Data Mining (Proceedings of PAKDD 2007), LNAI 4426, pages 857-864. Springer-Verlag, Berlin.
27. Shiren Ye, Tat-Seng Chua, Min-Yen Kan, and Long Qiu. 2007. Document concept lattice for text understanding and summarization. Information Processing and Management, 43(6):1643-1662.