Training on Lexical Resources
2022-06-01LREC 2022Code Available0· sign in to hype
Kenneth Church, Xingyu Cai, Yuchen Bian
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ReproduceCode
- github.com/kwchurch/syn_antOfficialIn paperpytorch★ 1
Abstract
We propose using lexical resources (thesaurus, VAD) to fine-tune pretrained deep nets such as BERT and ERNIE. Then at inference time, these nets can be used to distinguish synonyms from antonyms, as well as VAD distances. The inference method can be applied to words as well as texts such as multiword expressions (MWEs), out of vocabulary words (OOVs), morphological variants and more. Code and data are posted on https://github.com/kwchurch/syn_ant.