Santus E, Gladkova A, Evert S, Lenci A (2016)
Publication Language: English
Publication Type: Conference contribution, Conference Contribution
Publication year: 2016
City/Town: Osaka, Japan
Pages Range: 69-79
Conference Proceedings Title: Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V)
URI: https://sites.google.com/site/cogalex2016/home/shared-task
Open Access Link: http://aclweb.org/anthology/W16-5309
The shared task of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V) aims at providing a common benchmark for testing current corpus-based methods for the identification of lexical semantic relations (synonymy, antonymy, hypernymy, part-whole meronymy) and at gaining a better understanding of their respective strengths and weaknesses. The shared task uses a challenging dataset extracted from EVALution 1.0, which contains word pairs holding the above-mentioned relations as well as semantically unrelated control items (random). The task is split into two subtasks: (i) identification of related word pairs vs. unrelated ones; (ii) classification of the word pairs according to their semantic relation. This paper describes the subtasks, the dataset, the evaluation metrics, the seven participating systems and their results. The best performing system in subtask 1 is GHHH (F1 = 0.790), while the best system in subtask 2 is LexNet (F1 = 0.445).
APA:
Santus, E., Gladkova, A., Evert, S., & Lenci, A. (2016). The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations. In Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V) (pp. 69-79). Osaka, Japan.
MLA:
Santus, Enrico, et al. "The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations." Proceedings of the Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V) Osaka, Japan, 2016. 69-79.
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