The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings

Marzieh Saeidi, Ritwik Kulkarni, Theodosia Togia, Michele Sama


Anthology ID:
W17-7301
Volume:
Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2)
Month:
September
Year:
2017
Address:
Montpellier, France
Venues:
SemDeep | WS
SIG:
SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
1–8
Language:
URL:
https://aclanthology.org/W17-7301
DOI:
Bibkey:
Cite (ACL):
Marzieh Saeidi, Ritwik Kulkarni, Theodosia Togia, and Michele Sama. 2017. The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings. In Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2), pages 1–8, Montpellier, France. Association for Computational Linguistics.
Cite (Informal):
The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings (Saeidi et al., 2017)
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PDF:
https://aclanthology.org/W17-7301.pdf