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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

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cs.CL2022★ 2 cited

F-coref: Fast, Accurate and Easy to Use Coreference Resolution

Shon Otmazgin, Arie Cattan, Yoav Goldberg

We introduce fastcoref, a python package for fast, accurate, and easy-to-use English coreference resolution. The package is pip-installable, and allows two modes: an accurate mode…

cs.CL2022★ 2 cited

LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution

Shon Otmazgin, Arie Cattan, Yoav Goldberg

While coreference resolution typically involves various linguistic challenges, recent models are based on a single pairwise scorer for all types of pairs. We present LingMess, a ne…