activity
20122023
most citedword2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method

1.3k citations · 3.2k across the 44 of their papers we have counts for

collaborators
Showing 2012Show all

2 papers · 1 filter

cs.CL2012★ 2 cited

Precision-biased Parsing and High-Quality Parse Selection

Yoav Goldberg, Michael Elhadad

We introduce precision-biased parsing: a parsing task which favors precision over recall by allowing the parser to abstain from decisions deemed uncertain. We focus on dependency-p…

cs.CL2012★ 3 cited

Task-specific Word-Clustering for Part-of-Speech Tagging

Yoav Goldberg

While the use of cluster features became ubiquitous in core NLP tasks, most cluster features in NLP are based on distributional similarity. We propose a new type of clustering crit…