8.8k citations · 11k across the 60 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.CL2013★ 303 cited
Polyglot: Distributed Word Representations for Multilingual NLP
Rami Al-Rfou, Bryan Perozzi, Steven Skiena
Distributed word representations (word embeddings) have recently contributed to competitive performance in language modeling and several NLP tasks. In this work, we train word embe…
cs.LG2013★ 82 cited
The Expressive Power of Word Embeddings
Yanqing Chen, Bryan Perozzi, Rami Al-Rfou +1
We seek to better understand the difference in quality of the several publicly released embeddings. We propose several tasks that help to distinguish the characteristics of differe…