Yulan He

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 110

Top Venues

Publications

Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods. LREC/COLING (2024)
John Dougrez-Lewis, Mahmud Elahi Akhter, Yulan He, Maria Liakata
Assessing the Reasoning Abilities of ChatGPT in the Context of Claim Verification. CoRR (2024)
Zheng Fang, Yulan He, Rob Procter
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling. LREC/COLING (2024)
Zhaoyue Sun, Gabriele Pergola, Byron C. Wallace, Yulan He
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study. CoRR (2024)
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
Scene Graph Aided Radiology Report Generation. CoRR (2024)
Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, Yulan He
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information. CoRR (2024)
Han Zhang, Yu Lei, Lin Gui, Min Yang, Yulan He, Hui Wang, Ruifeng Xu
CPPO: Continual Learning for Reinforcement Learning with Human Feedback. ICLR (2024)
Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. CoRR (2024)
Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. ACL (Findings) (2024)
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models. ACL (1) (2024)
Han Zhang, Lin Gui, Yu Lei, Yuanzhao Zhai, Yehong Zhang, Yulan He, Hui Wang, Yue Yu, Kam-Fai Wong, Bin Liang, Ruifeng Xu
COPR: Continual Human Preference Learning via Optimal Policy Regularization. CoRR (2024)
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond. ACL (Findings) (2024)
Zhaoxing Li, Vahid Yazdanpanah, Stefan Sarkadi, Yulan He, Elnaz Shafipour, Sebastian Stein
Towards Citizen-Centric Multiagent Systems Based on Large Language Models. GoodIT (2024)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
Cascading Large Language Models for Salient Event Graph Generation. CoRR (2024)
Qinglin Zhu, Runcong Zhao, Jinhua Du, Lin Gui, Yulan He
PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games. CoRR (2024)
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang
Counterfactual Generation with Identifiability Guarantees. CoRR (2024)
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)
John Dougrez-Lewis, Elena Kochkina, Maria Liakata, Yulan He
Knowledge Graphs for Real-World Rumour Verification. LREC/COLING (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)
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond. CoRR (2024)
Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems. CoRR (2024)
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning. ACL (1) (2024)
Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. 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)
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning. CoRR (2024)
Zhaoyue Sun, Gabriele Pergola, Byron C. Wallace, Yulan He
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study. EACL (2) (2024)
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
Multi-Layer Ranking with Large Language Models for News Source Recommendation. CoRR (2024)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation. NAACL-HLT (2024)
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models. CoRR (2024)
Jun Wang, Abhir Bhalerao, Terry Yin, Simon See, Yulan He
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization. CoRR (2024)
Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin, Xing Sun
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. CoRR (2024)
Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He
Explainable Recommender With Geometric Information Bottleneck. IEEE Trans. Knowl. Data Eng. 36 (7) (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)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation. CoRR (2024)
Siya Qi, Yulan He, Zheng Yuan
Can We Catch the Elephant? The Evolvement of Hallucination Evaluation on Natural Language Generation: A Survey. CoRR (2024)
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
Multi-Layer Ranking with Large Language Models for News Source Recommendation. SIGIR (2024)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
PANACEA: An Automated Misinformation Detection System on COVID-19. EACL (System Demonstrations) (2023)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. EMNLP (Findings) (2023)
Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
Distilling ChatGPT for Explainable Automated Student Answer Assessment. CoRR (2023)
Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System. CoRR (2023)
Elena Kochkina, Tamanna Hossain, Robert L. Logan IV, Miguel Arana-Catania, Rob Procter, Arkaitz Zubiaga, Sameer Singh, Yulan He, Maria Liakata
Evaluating the generalisability of neural rumour verification models. Inf. Process. Manag. 60 (1) (2023)
Yuxiang Zhou, Yulan He
Causal Inference from Text: Unveiling Interactions between Variables. CoRR (2023)
Jiasheng Si, Yingjie Zhu, Xingyu Shi, Deyu Zhou, Yulan He
Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources. CoRR (2023)
Zheng Fang, Yulan He, Rob Procter
BERTTM: Leveraging Contextualized Word Embeddings from Pre-trained Language Models for Neural Topic Modeling. CoRR (2023)
Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui
Distinguishability Calibration to In-Context Learning. EACL (Findings) (2023)
Xingwei Tan, Gabriele Pergola, Yulan He
Event Temporal Relation Extraction with Bayesian Translational Model. EACL (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. UAI (2023)
Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews. Trans. Assoc. Comput. Linguistics 11 (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)
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
Can Prompt Learning Benefit Radiology Report Generation? CoRR (2023)
Xinyu Wang, Lin Gui, Yulan He
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports. EMNLP (2023)
Rob Procter, Miguel Arana-Catania, Yulan He, Maria Liakata, Arkaitz Zubiaga, Elena Kochkina, Runcong Zhao
Some Observations on Fact-Checking Work with Implications for Computational Support. CoRR (2023)
Bin Liang, Xiang Li, Lin Gui, Yonghao Fu, Yulan He, Min Yang, Ruifeng Xu
Few-shot Aspect Category Sentiment Analysis via Meta-learning. ACM Trans. Inf. Syst. 41 (1) (2023)
Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He
Uncertainty Quantification for Text Classification. SIGIR (2023)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: Interactive Narrative Understanding. CoRR (2023)
Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He
Explainable Recommender with Geometric Information Bottleneck. CoRR (2023)
Beitao Chen, Xuanhan Wang, Xiaojia Chen, Yulan He, Jingkuan Song
EANet: Towards Lightweight Human Pose Estimation With Effective Aggregation Network. ICME (2023)
Junru Lu, Gabriele Pergola, Lin Gui, Yulan He
Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering. 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)
Xingwei Tan, Gabriele Pergola, Yulan He
Event Temporal Relation Extraction with Bayesian Translational Model. CoRR (2023)
Jiazheng Li, Runcong Zhao, Yulan He, Lin Gui
OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach. CoRR (2023)
Xinyu Wang, Lin Gui, Yulan He
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports. CoRR (2023)
Xinyu Wang, Lin Gui, Yulan He
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization. ACL (1) (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)
Yuxiang Zhou, Yulan He
Causal Inference from Text: Unveiling Interactions between Variables. EMNLP (Findings) (2023)
Junru Lu, Siyu An, Mingbao Lin, Gabriele Pergola, Yulan He, Di Yin, Xing Sun, Yunsheng Wu
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation. CoRR (2023)
Yukun Zhang, Shengming Yuan, Jingkuan Song, Yixuan Zhou, Lin Zhang, Yulan He
Towards Boosting Black-Box Attack Via Sharpness-Aware. ICME (2023)
Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews. CoRR (2023)
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang
Counterfactual Generation with Identifiability Guarantees. NeurIPS (2023)
Runcong Zhao, Lin Gui, Yulan He
Cone: Unsupervised Contrastive Opinion Extraction. CoRR (2023)
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
NewsQuote: A Dataset Built on Quote Extraction and Attribution for Expert Recommendation in Fact-Checking. 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)
Yulan He
Interpretable Natural Language Understanding. CIKM (2023)
Lixing Zhu, Runcong Zhao, Gabriele Pergola, Yulan He
Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions. ACL (Findings) (2023)
Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System. EACL (2023)
Runcong Zhao, Lin Gui, Yulan He
Cone: Unsupervised Contrastive Opinion Extraction. SIGIR (2023)
Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui
Distinguishability Calibration to In-Context Learning. CoRR (2023)
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification. CoRR (2023)
Xinyu Wang, Lin Gui, Yulan He
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization. CoRR (2023)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
PANACEA: An Automated Misinformation Detection System on COVID-19. CoRR (2023)
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lunyiu Nie, Xin Xia, Michael R. Lyu
Code Structure-Guided Transformer for Source Code Summarization. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. CoRR (2023)
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification. EMNLP (2023)
Hanqi Yan, Lin Gui, Yulan He
Hierarchical Interpretation of Neural Text Classification. Comput. Linguistics 48 (4) (2022)
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
Addressing token uniformity in transformers via singular value transformation. UAI (2022)
Jun Wang, Abhir Bhalerao, Yulan He
Cross-modal Prototype Driven Network for Radiology Report Generation. CoRR (2022)
John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata, Yulan He
PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence. CoRR (2022)
Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, Yulan He
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. NAACL-HLT (2022)
Lin Gui, Jia Leng, Jiyun Zhou, Ruifeng Xu, Yulan He
Multi Task Mutual Learning for Joint Sentiment Classification and Topic Detection. IEEE Trans. Knowl. Data Eng. 34 (4) (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)
Rilwan A. Adewoyin, Ritabrata Dutta, Yulan He
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators. CoRR (2022)
Rilwan Adewoyin, Ritabrata Dutta, Yulan He
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators. NAACL-HLT (2022)
Jun Wang, Abhir Bhalerao, Yulan He
Cross-Modal Prototype Driven Network for Radiology Report Generation. ECCV (35) (2022)
Bin Liang, Qinglin Zhu, Xiang Li, Min Yang, Lin Gui, Yulan He, Ruifeng Xu
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection. ACL (1) (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)
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. EMNLP (Findings) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yulan He