Sentiue: Target and Aspect based Sentiment Analysis in SemEval-2015 Task 12

SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2015 - Proceedings

Volumn , Issue , 2015, Pages 767-771

  Saias, José ^a  

^a UNIVERSITY OF ÉVORA   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; LEARNING ALGORITHMS; SEMANTICS; SUPERVISED LEARNING;

BIGRAMS; ENTITY-TYPES; EXPRESSION DETECTIONS; NAMED ENTITY RECOGNITION; SELECTION BASED; SENTIMENT ANALYSIS; SUPERVISED MACHINE LEARNING; UNCONSTRAINED MODES;

SENTIMENT ANALYSIS;

EID: 85122033032     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Enrique Amigó, Jorge Carrillo-de-Albornoz, Irina Chugur, Adolfo Corujo, Julio Gonzalo, Edgar Meij, Maarten de Rijke, Damiano Spina. 2014. Overview of RepLab 2014: Author Profiling and Reputation Dimensions for Online Reputation Management. In Information Access Evaluation. Multilinguality, Multimodality, and Interaction. Lecture Notes in Computer Science, Volume 8685, 2014, pp 307-322.
2. Jenny Rose Finkel, Trond Grenager, and Christopher Manning. 2005. Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling. Proceedings of the 43nd Annual Meeting of the Association for Computational Linguistics (ACL 2005), pp. 363-370.
3. Svetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, and Saif M. Mohammad. 2014. NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews. Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014). p. 437-442. Dublin, Ireland, August 2014.
4. Bing Liu, Minqing Hu and Junsheng Cheng. 2005. Opinion Observer: Analyzing and Comparing Opinions on the Web. In Proceedings of the 14th International World Wide Web conference (WWW-2005). Chiba, Japan.
5. Manning, Christopher D., Surdeanu, Mihai, Bauer, John, Finkel, Jenny, Bethard, Steven J., and McClosky, David. 2014. The Stanford CoreNLP Natural Language Processing Toolkit. In Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp. 55-60.
6. Andrew Kachites McCallum. 2002. MALLET: A Machine Learning for Language Toolkit.
7. Finn Årup Nielsen. 2011. A New ANEW: Evaluation of a Word List for Sentiment Analysis in Microblogs. In Proceedings, 1st Workshop on Making Sense of Microposts (#MSM2011): Big things come in small packages. pp: 93-98. Greece.
8. Maria Pontiki, D. Galanis, J. Pavlopoulos, H. Papageorgiou, I. Androutsopoulos, S. Manandhar. SemEval-2014 Task 4: Aspect Based Sentiment Analysis. Proceedings of the 8th SemEval, 2014. Dublin, Ireland.
9. Maria Pontiki, Dimitrios Galanis, Haris Papageogiou, Suresh Manandhar, and Ion Androutsopoulos. 2015. SemEval-2015 Task 12: Aspect Based Sentiment Analysis. In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), Denver, Colorado.
10. Sara Rosenthal, Alan Ritter, Veselin Stoyanov, and Preslav Nakov. 2014. SemEval-2014 Task 9: Sentiment Analysis in Twitter. In Proceedings of the Eighth International Workshop on Semantic Evaluation (SemEval'14). August 23-24, 2014, Dublin, Ireland.
11. José Saias and Hilário Fernandes. 2013. Senti.ue-en: An approach for informally written short texts in SemEval-2013 Sentiment Analysis task. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pages 508-512, Atlanta, Georgia, USA.
12. José Saias. Senti.ue: Tweet overall sentiment classification approach for SemEval-2014 task 9. In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), pages 546-550, Dublin, Ireland, August 2014. ISBN 978-1-941643-24-2.
13. Kristina Toutanova, Dan Klein, Christopher Manning, and Yoram Singer. 2003. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. In Proceedings of HLT-NAACL 2003, pp. 252-259.
14. Joachim Wagner, Piyush Arora, Santiago Cortes, Utsab Barman, Dasha Bogdanova, Jennifer Foster and Lamia Tounsi. 2014. DCU: Aspect-based Polarity Classification for SemEval Task 4. Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014). p. 223-229. Dublin, Ireland, August 2014.
15. Janyce Wiebe, Theresa Wilson, and Claire Cardie. 2005. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation, 39:165-210.