SemEval-2015 Task 12: Aspect Based Sentiment Analysis

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 486-495

  Pontiki, Maria ^a   Galanis, Dimitrios ^a   Papageorgiou, Haris ^a   Manandhar, Suresh ^b   Androutsopoulos, Ion ^a,c  

^a INSTITUTE FOR LANGUAGE AND SPEECH PROCESSING   (Greece)

^b UNIVERSITY OF YORK   (United Kingdom)

^c ATHENS UNIVERSITY OF ECONOMICS AND BUSINESS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA MINING; LAPTOP COMPUTERS; SEMANTICS;

SENTIMENT ANALYSIS; SENTIMENT CLASSIFICATION;

SENTIMENT ANALYSIS;

EID: 85121607773     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Bing Liu. 2006. Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, 2006 and 2011: Springer.
2. Samuel Brody and Noemie Elhadad. 2010. An unsupervised aspect-sentiment model for online reviews. In Proceedings of NAACL, pages 804-812, Los Angeles, California.
3. Chih-Chung Chang and Chih-Jen Lin. 2011. LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2:27:1-27:27.
4. Gayatree Ganu, Noemie Elhadad, and Amelie Marian. 2009. Beyond the stars: Improving rating predictions using review text content. In Proceedings of WebDB, Providence, Rhode Island, USA.
5. Minqing Hu and Bing Liu. 2004a. Mining and summarizing customer reviews. In Proceedings of KDD, pages 168-177, Seattle, WA, USA.
6. Minqing Hu and Bing Liu. 2004b. Mining opinion features in customer reviews. In Proceedings of AAAI, pages 755-760, San Jose, California.
7. Yohan Jo, and Alice H Oh. 2011. Aspect and sentiment unification model for online review analysis. In Proceedings of the fourth ACM international conference on Web search and data mining, pages 815-824.
8. Chenghua Lin and Yulan He. 2009. Joint sentiment/topic model for sentiment analysis. In Proceedings of the 18th ACM Conference on Information and Knowledge Management, pages 375-384.
9. Julian McAuley, Jure Leskovec, and Dan Jurafsky. 2012. Learning attitudes and attributes from multiaspect reviews. In Proceedings of the 12th IEEE International Conference on Data Mining, ICDM'12, pages 1020-1025, Brussels, Belgium.
10. Margaret Mitchell. 2013. Overview of the TAC2013 Knowledge Base Population Evaluation: English Sentiment Slot Filling. In Proceedings of the Text Analysis Conference (TAC), Gaithersburg, MD, USA.
11. John Pavlopoulos. 2014. Aspect based sentiment analysis. PhD thesis, Dept. of Informatics, Athens University of Economics and Business, Greece.
12. Stelios Piperidis. 2012. The META-SHARE language resources sharing infrastructure: Principles, challenges, solutions. In Proceedings of LREC-2012, pages 36-42, Istanbul, Turkey.
13. Maria Pontiki, Dimitrios Galanis, John Pavlopoulos, Harris Papageorgiou, Ion Androutsopoulos, and Suresh Manandhar. 2014. Semeval-2014 task 4: Aspect based sentiment analysis. In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), pages 27-35, Dublin, Ireland.
14. Josef Ruppenhofer, Roman Klinger, Julia Maria Struß, Jonathan Sonntag, and Michael Wiegand. 2014. IGGSA Shared Tasks on German Sentiment Analysis (GESTALT). In Workshop Proceedings of the 12th Edition of the KONVENS Conference, pages 164-173.
15. Yohei Seki, David Kirk Evans, Lun-Wei Ku, Hsin-Hsi. Chen, Noriko Kando, and Chin-Yew Lin. 2007. Overview of opinion analysis pilot task at ntcir-6. In Proceedings of NTCIR-6 Workshop Meeting, pages 265-278.
16. Yohei Seki, David Kirk Evans, Lun-Wei Ku, Le Sun, Hsin-Hsi Chen, and Noriko Kando. 2008. Overview of multilingual opinion analysis task at NTCIR-7. In Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering, and Cross-Lingual Information Access, pages 185-203.
17. Yohei Seki, Lun-Wei Ku, Le Sun, Hsin-Hsi Chen, and Noriko Kando. 2010. Overview of Multilingual Opinion Analysis Task at NTCIR-8: A Step Toward Cross Lingual Opinion Analysis. In Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, pages 209-220.
18. Josef Steinberger, Tomáš Brychcín and Michal Konkol. 2014. Aspect-Level Sentiment Analysis in Czech. In Proceedings of the 5th workshop on computational approaches to subjectivity, sentiment and social media analysis, Association for Computational Linguistics, pages 24-30, Baltimore, Maryland.
19. Pontus Stenetorp, Sampo Pyysalo, Goran Topic, Tomoko Ohta, Sophia Ananiadou, and Jun'ichi Tsujii. 2012. BRAT: a web-based tool for NLP-assisted text annotation. In Proceedings of EACL, pages 102-107, Avignon, France.
20. Tun Thura Thet, Jin-Cheon Na, and Christopher S. G. Khoo. 2010. Aspect-based sentiment analysis of movie reviews on discussion boards. J. Information Science, 36(6):823-848.
21. Lei Zhang and Bing Liu. 2014. Aspect and Entity Extraction for Opinion Mining", book chapter in Data Mining and Knowledge Discovery for Big Data: Methodologies, Challenges, and Opportunities, Springer, 2014.