← Search

Guirong Bai

2 accepted papers

2022

Incremental Intent Detection for Medical Domain with Contrast Replay Networks

ACL 2022findings

Conventional approaches to medical intent detection require fixed pre-defined intent categories. However, due to the incessant emergence of new medical intents in the real world, such requirement is not practical. Considering that it is computationally expensive to store and re-train the whole data…

Cited by 11SourcePDFScholar
2020

Pre-trained Language Model Based Active Learning for Sentence Matching

COLING 2020main

Active learning is able to significantly reduce the annotation cost for data-driven techniques. However, previous active learning approaches for natural language processing mainly depend on the entropy-based uncertainty criterion, and ignore the characteristics of natural language. In this paper, we…

Cited by 10SourcePDFScholar