Publications

More information available in my Google Scholar profile.

Jorge A. Balazs and Yutaka Matsuo, Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study, in Proceedings of NAACL-HLT: Student Research Workshop, Minneapolis, USA, Association for Computational Linguistics (ACL), June 2019.
[code] [pdf] [bibtex] [poster] [reviews]

Jorge A. Balazs, Edison Marrese-Taylor, and Yutaka Matsuo, IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations, in Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA) collocated with EMNLP, Brussels, Belgium, Association for Computational Linguistics (ACL), November 2018. (Best System Analysis Paper)
[code] [pdf] [bibtex] [slides] [reviews]

Pablo Loyola, Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo, and Fumiko Satoh, Content Aware Source Code Change Description Generation, in Proceedings of the 11th International Conference on Natural Language Generation (INLG), (Tillburg, The Netherlands), Association for Computational Linguistics, November 2018.
[bibtex]

Suzana Ilic, Edison Marrese-Taylor, Jorge A. Balazs, and Yutaka Matsuo, Deep contextualized word representations for detecting sarcasm and irony, in Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), (Brussels, Belgium), Association for Computational Linguistics (ACL), November 2018.
[code] [pdf] [bibtex]

Jorge A. Balazs, Edison Marrese-Taylor, Pablo Loyola, and Yutaka Matsuo, Refining Raw Sentence Representations for Textual Entailment Recognition via Attention, in Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP (RepEval) collocated with EMNLP, Copenhagen, Denmark, Association for Computational Linguistics (ACL), September 2017.
[code] [pdf] [bibtex] [poster] [reviews]

Edison Marrese-Taylor, Jorge A. Balazs, and Yutaka Matsuo, Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN in Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA) collocated with EMNLP, Copenhagen, Denmark, Association for Computational Linguistics (ACL), September 2017.
[pdf] [bibtex]

Gino Slanzi, Jorge A. Balazs, and Juan Velásquez, Combining eye tracking, pupil dilation and EEG analysis for predicting web users click intention Information Fusion, vol. 35, pp. 51–57, 2017.

Jorge A. Balazs and Juan Velásquez, Opinion Mining and Information Fusion: A survey, Information Fusion, vol. 27, pp. 95–110, January 2016.
[pdf] [bibtex] [reviews]

Jorge A. Balazs, Design, Development and Implementation of a Web Opinion Mining Application for Identifying Twitter Users’ Sentiment Towards a Chilean Retail Company, Thesis, 2015.
[pdf]