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Title: CogALex-V shared task : ROOT18
Authors: Chersoni, E 
Rambelli, G
Santus, E 
Issue Date: 2016
Source: Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V), Osaka, Japan, December 2016, p. 98-103
Abstract: In this paper, we describe ROOT 18, a classifier using the scores of several unsupervised distributional measures as features to discriminate between semantically related and unrelated words, and then to classify the related pairs according to their semantic relation (i.e. synonymy, antonymy, hypernymy, part-whole meronymy). Our classifier participated in the CogALex-V Shared Task, showing a solid performance on the first subtask, but a poor performance on the second subtask. The low scores reported on the second subtask suggest that distributional measures are not sufficient to discriminate between multiple semantic relations at once.
ISBN: 978-4-87974-721-1
Rights: This work is licenced under a Creative Commons Attribution 4.0 International Licence.
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Appears in Collections:Conference Paper

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