Jingwen Sun

Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining

Lexical relation refers to the way words are related within a language. Prior work has demonstrated that pretrained language models (PLMs) can effectively mine lexical relations between word pairs. However, they overlook the potential of graph structures composed of lexical relations, which can be i…