Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations

Alexandre Salle, Aline Villavicencio, Marco Idiart


Anthology ID:
P16-2068
Volume:
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
Month:
August
Year:
2016
Address:
Berlin, Germany
Editors:
Katrin Erk, Noah A. Smith
Venue:
ACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
419–424
Language:
URL:
https://aclanthology.org/P16-2068
DOI:
10.18653/v1/P16-2068
Bibkey:
Cite (ACL):
Alexandre Salle, Aline Villavicencio, and Marco Idiart. 2016. Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 419–424, Berlin, Germany. Association for Computational Linguistics.
Cite (Informal):
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations (Salle et al., ACL 2016)
Copy Citation:
PDF:
https://preview.aclanthology.org/nschneid-patch-4/P16-2068.pdf
Code
 alexandres/lexvec