search

helboukkouri / character-bert

Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"
Apache License 2.0
196 stars 46 forks source link

CharacterBERT in information retrieval task #20

Closed ArvinZhuang closed 2 years ago

ArvinZhuang commented 2 years ago

Hi @helboukkouri, I think you may be interested in our SIGIR2022 work CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos. We found that CharacterBERT plus some adversarial training technics can make dense retrievers much more robust on misspelled queries in the IR task.

helboukkouri commented 2 years ago

Hey, interesting work! Thanks for sharing 🙏🏼 Glad you could leverage CharacterBERT in your research 🚀