An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation

Jey Han Lau, Timothy Baldwin


Anthology ID:
W16-1609
Volume:
Proceedings of the 1st Workshop on Representation Learning for NLP
Month:
August
Year:
2016
Address:
Berlin, Germany
Venues:
RepL4NLP | WS
SIG:
SIGREP
Publisher:
Association for Computational Linguistics
Note:
Pages:
78–86
Language:
URL:
https://aclanthology.org/W16-1609
DOI:
10.18653/v1/W16-1609
Bibkey:
Cite (ACL):
Jey Han Lau and Timothy Baldwin. 2016. An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. In Proceedings of the 1st Workshop on Representation Learning for NLP, pages 78–86, Berlin, Germany. Association for Computational Linguistics.
Cite (Informal):
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation (Lau & Baldwin, 2016)
Copy Citation:
PDF:
https://aclanthology.org/W16-1609.pdf
Code
 jhlau/doc2vec +  additional community code
Data
BookCorpus