@inproceedings{chersoni-etal-2016-cogalex,
title = "{C}og{AL}ex-{V} Shared Task: {ROOT}18",
author = "Chersoni, Emmanuele and
Rambelli, Giulia and
Santus, Enrico",
editor = "Zock, Michael and
Lenci, Alessandro and
Evert, Stefan",
booktitle = "Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon ({C}og{AL}ex - V)",
month = dec,
year = "2016",
address = "Osaka, Japan",
publisher = "The COLING 2016 Organizing Committee",
url = "https://aclanthology.org/W16-5313",
pages = "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.",
}
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%0 Conference Proceedings
%T CogALex-V Shared Task: ROOT18
%A Chersoni, Emmanuele
%A Rambelli, Giulia
%A Santus, Enrico
%Y Zock, Michael
%Y Lenci, Alessandro
%Y Evert, Stefan
%S Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V)
%D 2016
%8 December
%I The COLING 2016 Organizing Committee
%C Osaka, Japan
%F chersoni-etal-2016-cogalex
%X 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.
%U https://aclanthology.org/W16-5313
%P 98-103
Markdown (Informal)
[CogALex-V Shared Task: ROOT18](https://aclanthology.org/W16-5313) (Chersoni et al., CogALex 2016)
ACL
- Emmanuele Chersoni, Giulia Rambelli, and Enrico Santus. 2016. CogALex-V Shared Task: ROOT18. In Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V), pages 98–103, Osaka, Japan. The COLING 2016 Organizing Committee.