8.8k citations · 10.6k across the 35 of their papers we have counts for
Showing 2013Show all
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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.CL2013★ 5 cited
SpeedRead: A Fast Named Entity Recognition Pipeline
Rami Al-Rfou', Steven Skiena
Online content analysis employs algorithmic methods to identify entities in unstructured text. Both machine learning and knowledge-base approaches lie at the foundation of contempo…
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…