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Jiazheng Li
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 23
Top Topics
Financial Forecasting
Language Model
Automatically Generate
Kullback Leibler
Top Venues
CoRR
AAAI
EMNLP
ACL (Findings)
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Publications
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Junru Lu
,
Jiazheng Li
,
Siyu An
,
Meng Zhao
,
Yulan He
,
Di Yin
,
Xing Sun
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence.
CoRR
(2024)
Jiazheng Li
,
Hainiu Xu
,
Zhaoyue Sun
,
Yuxiang Zhou
,
David West
,
Cesare Aloisi
,
Yulan He
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring.
CoRR
(2024)
Runcong Zhao
,
Qinglin Zhu
,
Hainiu Xu
,
Jiazheng Li
,
Yuxiang Zhou
,
Yulan He
,
Lin Gui
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.
CoRR
(2024)
Runcong Zhao
,
Qinglin Zhu
,
Hainiu Xu
,
Jiazheng Li
,
Yuxiang Zhou
,
Yulan He
,
Lin Gui
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.
ACL (Findings)
(2024)
Runcong Zhao
,
Wenjia Zhang
,
Jiazheng Li
,
Lixing Zhu
,
Yanran Li
,
Yulan He
,
Lin Gui
NarrativePlay: Interactive Narrative Understanding.
EACL (Demonstrations)
(2024)
Runcong Zhao
,
Wenjia Zhang
,
Jiazheng Li
,
Lixing Zhu
,
Yanran Li
,
Yulan He
,
Lin Gui
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing.
AAAI
(2024)
Jiazheng Li
,
Zhaoyue Sun
,
Bin Liang
,
Lin Gui
,
Yulan He
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models.
UAI
(2023)
Junru Lu
,
Jiazheng Li
,
Byron C. Wallace
,
Yulan He
,
Gabriele Pergola
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization.
EACL (Findings)
(2023)
Runcong Zhao
,
Wenjia Zhang
,
Jiazheng Li
,
Lixing Zhu
,
Yanran Li
,
Yulan He
,
Lin Gui
NarrativePlay: Interactive Narrative Understanding.
CoRR
(2023)
Jiazheng Li
,
Zhaoyue Sun
,
Bin Liang
,
Lin Gui
,
Yulan He
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models.
CoRR
(2023)
Jiazheng Li
,
Runcong Zhao
,
Yulan He
,
Lin Gui
OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach.
CoRR
(2023)
Junru Lu
,
Jiazheng Li
,
Byron C. Wallace
,
Yulan He
,
Gabriele Pergola
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization.
CoRR
(2023)
Yuxiang Zhou
,
Jiazheng Li
,
Yanzheng Xiang
,
Hanqi Yan
,
Lin Gui
,
Yulan He
The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities.
CoRR
(2023)
Jiazheng Li
,
Lin Gui
,
Yuxiang Zhou
,
David West
,
Cesare Aloisi
,
Yulan He
Distilling ChatGPT for Explainable Automated Student Answer Assessment.
EMNLP (Findings)
(2023)
Linyi Yang
,
Jiazheng Li
,
Ruihai Dong
,
Yue Zhang
,
Barry Smyth
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting.
AAAI
(2022)
Jack Geraghty
,
Jiazheng Li
,
Alessandro Ragano
,
Andrew Hines
AQP: an open modular Python platform for objective speech and audio quality metrics.
MMSys
(2022)
Linyi Yang
,
Jiazheng Li
,
Ruihai Dong
,
Yue Zhang
,
Barry Smyth
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting.
CoRR
(2022)
Zhaoyue Sun
,
Jiazheng Li
,
Gabriele Pergola
,
Byron C. Wallace
,
Bino John
,
Nigel Greene
,
Joseph Kim
,
Yulan He
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text.
CoRR
(2022)
Zhaoyue Sun
,
Jiazheng Li
,
Gabriele Pergola
,
Byron C. Wallace
,
Bino John
,
Nigel Greene
,
Joseph Kim
,
Yulan He
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text.
EMNLP
(2022)
Jack Geraghty
,
Jiazheng Li
,
Alessandro Ragano
,
Andrew Hines
AQP: An Open Modular Python Platform for Objective Speech and Audio Quality Metrics.
CoRR
(2021)
Linyi Yang
,
Jiazheng Li
,
Pádraig Cunningham
,
Yue Zhang
,
Barry Smyth
,
Ruihai Dong
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.
CoRR
(2021)
Linyi Yang
,
Jiazheng Li
,
Padraig Cunningham
,
Yue Zhang
,
Barry Smyth
,
Ruihai Dong
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.
ACL/IJCNLP (1)
(2021)
Jiazheng Li
,
Linyi Yang
,
Barry Smyth
,
Ruihai Dong
MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction.
CIKM
(2020)