Jiazheng Li

44 papers A* 8A 3Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment.
EMNLP (System Demonstrations)
Jiazheng Li, Artem Bobrov, Runcong Zhao, Cesare Aloisi, Yulan He
2025 A* conf
An Automated Explainable Educational Assessment System Built on LLMs.
AAAI
Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He
2025 — conf
Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference.
ACL (1)
Jiazheng Li, Hanqi Yan, Yulan He
2025 — conf
EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States.
ACL (Findings)
Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He
2025 J jnl
EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States.
CoRR
Hainiu Xu, Siya Qi, Jiazheng Li, Yuxiang Zhou, Jinhua Du, Caroline Catmur, Yulan He
2025 A* conf
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language.
AAAI
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He
2025 — conf
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop.
EMNLP (System Demonstrations)
Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He
2025 J jnl
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop.
CoRR
Runcong Zhao, Artem Bobrov, Jiazheng Li, Yulan He
2025 — conf
Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning.
ICML (Position Papers)
Hanqi Yan, Linhai Zhang, Jiazheng Li, Zhenyi Shen, Yulan He
2025 — conf
RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following.
ACL (Findings)
Junru Lu, Jiazheng Li, Guodong Shen, Lin Gui, Siyu An, Yulan He, Di Yin, Xing Sun
2025 J jnl
RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following.
CoRR
Junru Lu, Jiazheng Li, Guodong Shen, Lin Gui, Siyu An, Yulan He, Di Yin, Xing Sun
2025 J jnl
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space.
CoRR
Zhenyi Shen, Junru Lu, Lin Gui, Jiazheng Li, Yulan He, Di Yin, Xing Sun
2025 A* conf
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time.
EMNLP
Jiazheng Li, Yuxiang Zhou, Junru Lu, Gladys Tyen, Lin Gui, Cesare Aloisi, Yulan He
2025 J jnl
Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time.
CoRR
Jiazheng Li, Yuxiang Zhou, Junru Lu, Gladys Tyen, Lin Gui, Cesare Aloisi, Yulan He
2024 J jnl
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment.
CoRR
Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He
2024 J jnl
An Automated Explainable Educational Assessment System Built on LLMs.
CoRR
Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He
2024 — conf
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring.
EMNLP (Findings)
Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
2024 J jnl
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring.
CoRR
Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
2024 A* conf
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence.
EMNLP
Junru Lu, Jiazheng Li, Siyu An, Meng Zhao, Yulan He, Di Yin, Xing Sun
2024 J jnl
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence.
CoRR
Junru Lu, Jiazheng Li, Siyu An, Meng Zhao, Yulan He, Di Yin, Xing Sun
2024 J jnl
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language.
CoRR
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He
2024 — conf
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.
ACL (Findings)
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
2024 J jnl
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.
CoRR
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
2024 A* conf
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing.
AAAI
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
2024 — conf
NarrativePlay: Interactive Narrative Understanding.
EACL (Demonstrations)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
2024 A* conf
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis.
EMNLP
Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
2023 A conf
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models.
UAI
Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He
2023 J jnl
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models.
CoRR
Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He
2023 — conf
Distilling ChatGPT for Explainable Automated Student Answer Assessment.
EMNLP (Findings)
Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
2023 J jnl
Distilling ChatGPT for Explainable Automated Student Answer Assessment.
CoRR
Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
2023 — conf
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization.
EACL (Findings)
Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola
2023 J jnl
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization.
CoRR
Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola
2023 J jnl
NarrativePlay: Interactive Narrative Understanding.
CoRR
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
2023 J jnl
OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach.
CoRR
Jiazheng Li, Runcong Zhao, Yulan He, Lin Gui
2023 J jnl
The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities.
CoRR
Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
2022 A conf
AQP: an open modular Python platform for objective speech and audio quality metrics.
MMSys
Jack Geraghty, Jiazheng Li, Alessandro Ragano, Andrew Hines
2022 A* conf
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting.
AAAI
Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth
2022 J jnl
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting.
CoRR
Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth
2022 A* conf
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text.
EMNLP
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He
2022 J jnl
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text.
CoRR
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He
2021 J jnl
AQP: An Open Modular Python Platform for Objective Speech and Audio Quality Metrics.
CoRR
Jack Geraghty, Jiazheng Li, Alessandro Ragano, Andrew Hines
2021 — conf
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.
ACL/IJCNLP (1)
Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong
2021 J jnl
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.
CoRR
Linyi Yang, Jiazheng Li, Pádraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong
2020 A conf
MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction.
CIKM
Jiazheng Li, Linyi Yang, Barry Smyth, Ruihai Dong