Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance

Billy Chiu, Anna Korhonen, Sampo Pyysalo


Anthology ID:
W16-2501
Volume:
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP
Month:
August
Year:
2016
Address:
Berlin, Germany
Venue:
RepEval
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
1–6
Language:
URL:
https://aclanthology.org/W16-2501
DOI:
10.18653/v1/W16-2501
Bibkey:
Cite (ACL):
Billy Chiu, Anna Korhonen, and Sampo Pyysalo. 2016. Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance. In Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, pages 1–6, Berlin, Germany. Association for Computational Linguistics.
Cite (Informal):
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance (Chiu et al., RepEval 2016)
Copy Citation:
PDF:
https://aclanthology.org/W16-2501.pdf
Data
CoNLL-2003Penn Treebank