Search Results for author: Xiaoying Bai

Found 4 papers, 2 papers with code

A Comprehensive Evaluation on Event Reasoning of Large Language Models

1 code implementation26 Apr 2024 Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Xiaoying Bai, Yue Fang, Haiyan Zhao, Jia Li, Chongyang Tao

Based on these findings, we introduce two methods to guide the LLMs to utilize the event schema knowledge.

EVIT: Event-Oriented Instruction Tuning for Event Reasoning

no code implementations18 Apr 2024 Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yiwei Lou

We conduct extensive experiments on event reasoning tasks on several datasets.

MEEL: Multi-Modal Event Evolution Learning

1 code implementation16 Apr 2024 Zhengwei Tao, Zhi Jin, Junqiang Huang, Xiancai Chen, Xiaoying Bai, Haiyan Zhao, Yifan Zhang, Chongyang Tao

Finally, we observe that models trained in this way are still struggling to fully comprehend event evolution.

EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models

no code implementations24 May 2023 Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yanlin Feng, Jia Li, Wenpeng Hu

In this paper, we propose an overarching framework for event semantic processing, encompassing understanding, reasoning, and prediction, along with their fine-grained aspects.

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