Myeongjun Erik Jang

Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary

The non-humanlike behaviour of contemporary pre-trained language models (PLMs) is a leading cause undermining their trustworthiness. A striking phenomenon of such faulty behaviours is the generation of inconsistent predictions, which produces logically contradictory results, such as generating diff…