← Search

Zi Xuan Zhang

2 accepted papers

2023

Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic

ICLR 2023poster

Natural language inference (NLI) aims to determine the logical relationship between two sentences, such as Entailment, Contradiction, and Neutral. In recent years, deep learning models have become a prevailing approach to NLI, but they lack interpretability and explainability. In this work, we addre…

2022

Search and Learn: Improving Semantic Coverage for Data-to-Text Generation

AAAI 2022technical

Data-to-text generation systems aim to generate text descriptions based on input data (often represented in the tabular form). A typical system uses huge training samples for learning the correspondence between tables and texts. However, large training sets are expensive to obtain, limiting the appl…