Moxin Li

According to our database, Moxin Li authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Influence of political tensions on scientific productivity, citation impact, and knowledge combinations.

Moxin Li, Yang Wang

Scientometrics, April, 2024

Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs.

Yi Fang, Moxin Li, Wenjie Wang, Hui Lin, Fuli Feng

CoRR, 2024

Think Twice Before Assure: Confidence Estimation for Large Language Models through Reflection on Multiple Answers.

Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua

CoRR, 2024

Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions.

Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua

CoRR, 2024

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data.

Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua

CoRR, 2024

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Financial Tabular and Textual Data.

Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Dual-Phase Accelerated Prompt Optimization.

Muchen Yang, Moxin Li, Yongle Li, Zijun Chen, Chongming Gao, Junqi Zhang, Yangyang Li, Fuli Feng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection.

Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations.

Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs.

Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction.

Xiaoyuan Li, Wenjie Wang, Moxin Li, Junrong Guo, Yang Zhang, Fuli Feng

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Robust Instruction Optimization for Large Language Models with Distribution Shifts.

Moxin Li, Wenjie Wang, Fuli Feng, Jizhi Zhang, Tat-Seng Chua

CoRR, 2023

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents with Semantic-Oriented Hierarchical Graphs.

Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua

CoRR, 2023

SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs.

Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Robust Prompt Optimization for Large Language Models Against Distribution Shifts.

Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context.

Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning.

Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Hybrid Learning to Rank for Financial Event Ranking.

Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, Tat-Seng Chua

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract).

Jie Wang, Zhenxin Fu, Moxin Li, Haisong Zhang, Dongyan Zhao, Rui Yan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020