Emergent: A novel data-set for stance classification

2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference

Volumn , Issue , 2016, Pages 1163-1168

  Ferreira, William ^a   Vlachos, Andreas ^b  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS;

DATA SET; DATA-SOURCE; DIGITAL JOURNALISMS; LOGISTIC REGRESSION CLASSIFIER; NATURAL LANGUAGE PROCESSING; NEWS ARTICLES; OPEN PLATFORMS; REAL-WORLD;

CLASSIFICATION (OF INFORMATION);

EID: 84994165722     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.18653/v1/n16-1138     Document Type: Conference Paper

References (24)

1. Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2015. A large annotated corpus for learning natural language inference. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics.
2. Sarah Cohen, Chengkai Li, Jun Yang, and Cong Yu. 2011. Computational Journalism: a call to arms to database researchers. Proceedings of the 5th Biennial Conference on Innovative Data Systems Research (CIDR 2011) Asilomar, California, USA., pages 148-151.
3. Robin Cooper, Dick Crouch, Jan Van Eijck, Chris Fox, Josef Van Genabith, Jan Jaspars, Hans Kamp, David Milward, Manfred Pinkal, Massimo Poesio, Steve Pulman, Ted Briscoe, Holger Maier, and Karsten Konrad. 1996. Using the framework. Technical report, The FraCas Consortium.
4. Kazi Saidul Hasan and Vincent Ng. 2013. Stance Classification of Ideological Debates: Data, Models, Features, and Constraints. In IJCNLP, pages 1348-1356. Asian Federation of Natural Language Processing / ACL.
5. Naeemul Hassan, Chengkai Li, and Mark Tremayne. 2015. Detecting check-worthy factual claims in presidential debates. In Proceedings of the 24th ACM International Conference on Information and Knowledge Management.
6. Harold W. Kuhn. 1955. The Hungarian Method for the assignment problem. Naval Research Logistics Quarterly, 2:83-97.
7. Xiaomo Liu, Armineh Nourbakhsh, Quanzhi Li, Rui Fang, and Sameena Shah. 2015. Real-time rumor debunking on twitter. In Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, pages 1867-1870.
8. Michael Lukasik, Trevor Cohn, and Kalina Bontcheva. 2015. Classifying tweet level judgements of rumours in social media. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pages 2590-2595, Lisbon, Portugal, September. Association for Computational Linguistics.
9. Bernardo Magnini, Roberto Zanoli, Ido Dagan, Kathrin Eichler, Günter Neumann, Tae-Gil Noh, Sebastian Pado, Asher Stern, and Omer Levy. 2014. The excitement open platform for textual inferences. In Proceedings of the ACL 2014 System Demonstrations. ACL, 6.
10. Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky. 2014. The Stanford CoreNLP natural language processing toolkit. In Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pages 55-60.
11. Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, and Roberto Zamparelli. 2014. A sick cure for the evaluation of compositional distributional semantic models. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, may. European Language Resources Association (ELRA).
12. Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013a. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781.
13. Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013b. Distributed representations of words and phrases and their compositionality. In C. J. C. Burges, L. Bottou, M. Welling, Z. Ghahramani, and K. Q. Weinberger, editors, Advances in Neural Information Processing Systems 26, pages 3111-3119. Curran Associates, Inc.
14. James Munkres. 1957. Algorithms for the assignment and transportation problems. Journal of the Society for Industrial and Applied Mathematics, 5(1):32-38.
15. Ndapandula Nakashole and Tom M Mitchell. 2014. Language-Aware Truth Assessment of Fact Candidates. Acl, pages 1009-1019.
16. Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2015. Ppdb 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pages 425-430, Beijing, China, July. Association for Computational Linguistics.
17. F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. 2011. Scikit-learn: Machine learning in Python. Journal of Machine Learning Research, 12:2825-2830.
18. Vahed Qazvinian, Emily Rosengren, Dragomir R. Radev, and Qiaozhu Mei. 2011. Rumor has it: Identifying misinformation in microblogs. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 1589-1599.
19. Vasile Rus and Mihai Lintean. 2012. A comparison of greedy and optimal assessment of natural language student input using word-to-word similarity metrics. In Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, pages 157-162, Stroudsburg, PA, USA. Association for Computational Linguistics.
20. Craig Silverman. 2015. Lies, Damn Lies and Viral Content. http://towcenter.org/research/lies-damn-lies-and-viral-content/, February.
21. Andreas Vlachos and Sebastian Riedel. 2014. Fact Checking: Task definition and dataset construction. Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science, pages 18-22.
22. Andreas Vlachos and Sebastian Riedel. 2015. Identification and verification of simple claims about statistical properties. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing.
23. Marilyn Walker, Pranav Anand, Rob Abbott, and Ricky Grant. 2012. Stance Classification using Dialogic Properties of Persuasion. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 592-596.
24. Zhe Zhao, Paul Resnick, and Qiaozhu Mei. 2015. Enquiring minds: Early detection of rumors in social media from enquiry posts. In Proceedings of the 24th International Conference on World Wide Web, pages 1395-1405.