Jiazheng Li

According to our database, Jiazheng Li authored at least 24 papers between 2020 and 2025.

Collaborative distances:

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

2025

LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop.

Runcong Zhao, Artem Bobrov, Jiazheng Li, Yulan He

CoRR, July, 2025

Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time.

Jiazheng Li, Yuxiang Zhou, Junru Lu, Gladys Tyen, Lin Gui, Cesare Aloisi, Yulan He

CoRR, February, 2025

EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States.

Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He

Proceedings of the Findings of the Association for Computational Linguistics, 2025

RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following.

Junru Lu, Jiazheng Li, Guodong Shen, Lin Gui, Siyu An, Yulan He, Di Yin, Xing Sun

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference.

Jiazheng Li, Hanqi Yan, Yulan He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language.

Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

An Automated Explainable Educational Assessment System Built on LLMs.

Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment.

Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He

CoRR, 2024

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis.

Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

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

Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence.

Junru Lu, Jiazheng Li, Siyu An, Meng Zhao, Yulan He, Di Yin, Xing Sun

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

Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring.

Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He

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

NarrativePlay: Interactive Narrative Understanding.

Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.

Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui

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

NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing.

Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities.

Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

CoRR, 2023

OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach.

Jiazheng Li, Runcong Zhao, Yulan He, Lin Gui

CoRR, 2023

CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models.

Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Distilling ChatGPT for Explainable Automated Student Answer Assessment.

Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He

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

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization.

Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola

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

2022

AQP: an open modular Python platform for objective speech and audio quality metrics.

Jack Geraghty, Jiazheng Li, Alessandro Ragano, Andrew Hines

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text.

Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting.

Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.

Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction.

Jiazheng Li, Linyi Yang, Barry Smyth, Ruihai Dong

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020