Tianyi Li's Publications.

Publications

A Usage-centric Take on Intent Understanding in E-Commerce

Wendi Zhou, Tianyi Li, Pavlos Vougiouklis, Mark Steedman, Jeff Z. Pan. EMNLP 2024.
Explicit Inductive Inference using Large Language Models

Tianyang Liu, Tianyi Li, Liang Cheng, Mark Steedman. Findings of EMNLP 2024.

Sources of Hallucination by Large Language Models on Inference Tasks

Nick McKenna*, Tianyi Li*, Liang Cheng, Mohammad Javad Hosseini, Mark Johnson, Mark Steedman. Findings of EMNLP 2023.
Smoothing Entailment Graphs with Language Models

Nick McKenna, Tianyi Li, Mark Johnson and Mark Steedman. Best Paper 🏆 of IJCNLP-AACL 2023. 🎉
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment

Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman and Dongyan Zhao. Findings of ACL 2023.

Language Models Are Poor Learners of Directional Inference

Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman. Findings of EMNLP 2022.
Task-Specific Pre-training & Prompt Decomposition for KG Population with LMs

Tianyi Li, Wenyu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan. Winner 🏆 of LM-KBC challenge, ISWC 2022.
Cross-lingual Inference with A Chinese Entailment Graph

Tianyi Li, Sabine Weber, Mohammad Javad Hosseini, Liane Guillou, Mark Steedman. Findings of ACL 2022.

Refining Data for Text Generation

Qianying Liu, Tianyi Li, Wenyu Guan, Sujian Li. In CCL 2020.