Fulu Li

Theme-Enhanced Hard Negative Sample Mining for Open-Domain Question Answering

Dense passage retrieval has become the mainstream method in the first stage of open-domain question answering, which usually adopts a bi-encoder structure to learn the dense representation of questions and passages for semantic matching. One of the main challenges currently is to effectively utilize…