1 code implementation • 5 Apr 2024 • Yangqiaoyu Zhou, Haokun Liu, Tejes Srivastava, Hongyuan Mei, Chenhao Tan
We focus on hypothesis generation based on data (i. e., labeled examples).
no code implementations • 13 Jun 2023 • Yangqiaoyu Zhou, Yiming Zhang, Chenhao Tan
Natural language explanations have the potential to provide rich information that in principle guides model reasoning.
no code implementations • 23 May 2022 • Yiming Zhang, Yangqiaoyu Zhou, Samuel Carton, Chenhao Tan
Despite the strong performance of current NLP models, they can be brittle against adversarial attacks.
1 code implementation • EMNLP (insights) 2021 • Yangqiaoyu Zhou, Chenhao Tan
Although neural models have shown strong performance in datasets such as SNLI, they lack the ability to generalize out-of-distribution (OOD).