no code implementations • 19 Apr 2024 • Yian Li, Wentao Tian, Yang Jiao, Jingjing Chen, Yu-Gang Jiang
Counterfactual reasoning, as a crucial manifestation of human intelligence, refers to making presuppositions based on established facts and extrapolating potential outcomes.
no code implementations • ACL 2021 • Yian Li, Hai Zhao
Despite the well-developed cut-edge representation learning for language, most language representation models usually focus on specific levels of linguistic units.
no code implementations • 28 Dec 2020 • Yian Li, Hai Zhao
We present a universal representation model, BURT (BERT-inspired Universal Representation from learning meaningful segmenT), to encode different levels of linguistic unit into the same vector space.
no code implementations • 10 Sep 2020 • Yian Li, Hai Zhao
Despite the well-developed cut-edge representation learning for language, most language representation models usually focus on specific level of linguistic unit, which cause great inconvenience when being confronted with handling multiple layers of linguistic objects in a unified way.
no code implementations • 29 Apr 2020 • Yian Li, Hai Zhao
Pre-trained contextualized language models such as BERT have shown great effectiveness in a wide range of downstream Natural Language Processing (NLP) tasks.