← Search

Zhibin Chen

3 accepted papers

2024

MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China

ACL 2024long

Current large language models demonstrate deficiencies in understanding low-resource languages, particularly the minority languages in China. This limitation stems from the scarcity of available pre-training data. To address this accessibility challenge, we present MC2, a Multilingual Corpus of Mino…

2023

From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation

ACL 2023long

Entailment Graphs (EGs) have been constructed based on extracted corpora as a strong and explainable form to indicate context-independent entailment relation in natural languages. However, EGs built by previous methods often suffer from the severe sparsity issues, due to limited corpora available an…

2022

Entailment Graph Learning with Textual Entailment and Soft Transitivity

ACL 2022long

Typed entailment graphs try to learn the entailment relations between predicates from text and model them as edges between predicate nodes. The construction of entailment graphs usually suffers from severe sparsity and unreliability of distributional similarity. We propose a two-stage method, Entail…