Yulan He

423 papers A* 44A 23B 17C 6Misc 2Journal 207Unranked 109
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score.
AAAI
Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui
2026 J jnl
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation.
CoRR
Zhanghao Hu, Qinglin Zhu, Hanqi Yan, Yulan He, Lin Gui
2026 J jnl
Beyond Static Cropping: Layer-Adaptive Visual Localization and Decoding Enhancement.
CoRR
Zipeng Zhu, Zhanghao Hu, Qinglin Zhu, Yuxi Hong, Yijun Liu, Jingyong Su, Yulan He, Lin Gui
2026 — conf
Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction.
EACL (Volume 1: Long Papers)
Zhaoyue Sun, Gabriele Pergola, Yulan He
2026 J jnl
Context Compression via Explicit Information Transmission.
CoRR
Jiangnan Ye, Hanqi Yan, Zhenyi Shen, Heng Chang, Ye Mao, Yulan He
2026 J jnl
Detecting Contextual Hallucinations in LLMs with Frequency-Aware Attention.
CoRR
Siya Qi, Yudong Chen, Runcong Zhao, Qinglin Zhu, Zhanghao Hu, Wei Liu, Yulan He, Zheng Yuan, Lin Gui
2026 J jnl
Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models.
CoRR
Wei Liu, Peijie Yu, Michele Orini, Yali Du, Yulan He
2026 J jnl
Pull Requests as a Training Signal for Repo-Level Code Editing.
CoRR
Qinglin Zhu, Tianyu Chen, Shuai Lu, Lei Ji, Runcong Zhao, Murong Ma, Xiangxiang Dai, Yulan He, Lin Gui, Peng Cheng, Yeyun Gong
2026 J jnl
Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain.
CoRR
Wei Liu, Siya Qi, Yali Du, Yulan He
2026 J jnl
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding.
CoRR
Yanzheng Xiang, Lan Wei, Yizhen Yao, Qinglin Zhu, Hanqi Yan, Chen Jin, Philip Alexander Teare, Dandan Zhang, Lin Gui, Amrutha Saseendran, Yulan He
2026 J jnl
Topic-enhanced argument mining via mutual learning.
Frontiers Comput. Sci.
Jiasheng Si, Yingjie Zhu, Rui Wang, Wenpeng Lu, Yulan He, Deyu Zhou
2025 J jnl
A Literature Survey on Multimodal and Multilingual Sexism Detection.
IEEE Trans. Comput. Soc. Syst.
Xuan Luo, Bin Liang, Qianlong Wang, Jing Li, Erik Cambria, Xiaojun Zhang, Yulan He, Min Yang, Ruifeng Xu
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
Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification.
ACL (Findings)
John Dougrez-Lewis, Mahmud Elahi Akhter, Federico Ruggeri, Sebastian Löbbers, Yulan He, Maria Liakata
2025 — conf
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.
ACL (1)
Zhanghao Hu, Hanqi Yan, Qinglin Zhu, Zhenyi Shen, Yulan He, Lin Gui
2025 J jnl
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.
CoRR
Zhanghao Hu, Hanqi Yan, Qingling Zhu, Zhenyi Shen, Yulan He, Lin Gui
2025 J jnl
Beyond Quantification: Navigating Uncertainty in Professional AI Systems.
CoRR
Sylvie Delacroix, Diana Robinson, Umang Bhatt, Jacopo Domenicucci, Jessica Montgomery, Gaël Varoquaux, Carl Henrik Ek, Vincent Fortuin, Yulan He, Tom Diethe, Neill W. Campbell, Mennatallah El-Assady, Søren Hauberg, Ivana Dusparic, Neil D. Lawrence
2025 A* conf
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.
EMNLP
Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He
2025 J jnl
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.
CoRR
Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He
2025 — conf
COPR: Continual Human Preference Learning via Optimal Policy Regularization.
ACL (Findings)
Han Zhang, Lin Gui, Yu Lei, Yuanzhao Zhai, Yehong Zhang, Zhuo Zhang, Yulan He, Hui Wang, Yue Yu, Kam-Fai Wong, Bin Liang, Ruifeng Xu
2025 — conf
Cascading Large Language Models for Salient Event Graph Generation.
NAACL (Long Papers)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
2025 A* conf
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment.
AAAI
Congzhi Zhang, Linhai Zhang, Jialong Wu, Yulan He, Deyu Zhou
2025 J jnl
ChatbotManip: A Dataset to Facilitate Evaluation and Oversight of Manipulative Chatbot Behaviour.
CoRR
Jack Contro, Simrat Deol, Yulan He, Martim Brandão
2025 — ed.
Chinese Computational Linguistics - 23rd China National Conference, CCL 2024, Taiyuan, China, July 25-28, 2024, Proceedings
CCL
Maosong Sun, Jiye Liang, Xianpei Han, Zhiyuan Liu, Yulan He, Gaoqi Rao, Yubo Chen, Zhiliang Tian
2025 A* conf
Constrain Alignment with Sparse Autoencoders.
ICML
Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang
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 — conf
Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization.
ACL (Findings)
Siya Qi, Rui Cao, Yulan He, Zheng Yuan
2025 J jnl
Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization.
CoRR
Siya Qi, Rui Cao, Yulan He, Zheng Yuan
2025 J jnl
EvolvTrip: Enhancing Literary Character Understanding with Temporal Theory-of-Mind Graphs.
CoRR
Bohao Yang, Hainiu Xu, Jinhua Du, Ze Li, Yulan He, Chenghua Lin
2025 A* conf
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language.
AAAI
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He
2025 — conf
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation.
ACL (Findings)
Linhai Zhang, Ziyang Gao, Deyu Zhou, Yulan He
2025 J jnl
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation.
CoRR
Linhai Zhang, Ziyang Gao, Deyu Zhou, Yulan He
2025 — conf
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery.
EMNLP (System Demonstrations)
Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He
2025 J jnl
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery.
CoRR
Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He
2025 J jnl
Hallucinations are inevitable but statistically negligible.
CoRR
Atsushi Suzuki, Yulan He, Feng Tian, Zhongyuan Wang
2025 — conf
Hatevolution: What Static Benchmarks Don't Tell Us.
ACL (Findings)
Chiara Di Bonaventura, Barbara McGillivray, Yulan He, Albert Meroño-Peñuela
2025 J jnl
Hatevolution: What Static Benchmarks Don't Tell Us.
CoRR
Chiara Di Bonaventura, Barbara McGillivray, Yulan He, Albert Meroño-Peñuela
2025 J jnl
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration.
CoRR
Jun Wang, Lixing Zhu, Xiaohan Yu, Abhir Bhalerao, Yulan He
2025 B conf
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.
COLING
Yanyue Zhang, Pengfei Li, Yilong Lai, Yulan He, Deyu Zhou
2025 J jnl
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States.
CoRR
Qinglin Zhu, Yizhen Yao, Runcong Zhao, Yanzheng Xiang, Amrutha Saseendran, Chen Jin, Philip Teare, Bin Liang, Yulan He, Lin Gui
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 B conf
LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation.
COLING
Lixing Zhu, Jun Wang, Yulan He
2025 — conf
Modeling Subjectivity in Cognitive Appraisal with Language Models.
EMNLP (Findings)
Yuxiang Zhou, Hainiu Xu, Desmond C. Ong, Maria Liakata, Petr Slovák, Yulan He
2025 J jnl
Modeling Subjectivity in Cognitive Appraisal with Language Models.
CoRR
Yuxiang Zhou, Hainiu Xu, Desmond C. Ong, Petr Slovák, Yulan He
2025 A* conf
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning.
EMNLP
Wei Liu, Siya Qi, Xinyu Wang, Chen Qian, Yali Du, Yulan He
2025 J jnl
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning.
CoRR
Wei Liu, Siya Qi, Xinyu Wang, Chen Qian, Yali Du, Yulan He
2025 J jnl
Open LLM-based actionable incidental finding extraction from [18F]fluorodeoxyglucose PET-CT radiology reports.
Frontiers Digit. Health
Stephen H. Barlow, Sugama Chicklore, Yulan He, Sébastien Ourselin, Thomas Wagner, Anna Barnes, Gary J. R. Cook
2025 — conf
PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA.
ACL (Findings)
Xinyu Wang, Yanzheng Xiang, Lin Gui, Yulan He
2025 — conf
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation.
ACL (1)
Linhai Zhang, Jialong Wu, Deyu Zhou, Yulan He
2025 J jnl
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation.
CoRR
Linhai Zhang, Jialong Wu, Deyu Zhou, 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
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering.
EMNLP (Findings)
Sichu Liang, Linhai Zhang, Hongyu Zhu, Wenwen Wang, Yulan He, Deyu Zhou
2025 J jnl
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering.
CoRR
Sichu Liang, Linhai Zhang, Hongyu Zhu, Wenwen Wang, Yulan He, Deyu Zhou
2025 — conf
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models.
ACL (Findings)
Yanyue Zhang, Yulan He, Deyu Zhou
2025 J jnl
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models.
CoRR
Yanyue Zhang, Yulan He, Deyu Zhou
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 — conf
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation.
ACL (1)
Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou
2025 J jnl
SGRRG: Leveraging radiology scene graphs for improved and abnormality-aware radiology report generation.
Comput. Medical Imaging Graph.
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
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 J jnl
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers.
CoRR
Yanzheng Xiang, Hanqi Yan, Shuyin Ouyang, Lin Gui, Yulan He
2025 A* conf
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration.
ICML
Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui
2025 J jnl
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration.
CoRR
Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui
2025 A* conf
Sparse Activation Editing for Reliable Instruction Following in Narratives.
EMNLP
Runcong Zhao, Chengyu Cao, Qinglin Zhu, Xiucheng Lyu, Shun Shao, Lin Gui, Ruifeng Xu, Yulan He
2025 J jnl
Sparse Activation Editing for Reliable Instruction Following in Narratives.
CoRR
Runcong Zhao, Chengyu Cao, Qinglin Zhu, Xiucheng Lv, Shun Shao, Lin Gui, Ruifeng Xu, Yulan He
2025 J jnl
Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation.
CoRR
Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui
2025 J jnl
SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding.
CoRR
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Bin Liang, Lin Gui, Yulan He
2025 J jnl
The Multi-Faceted Monosemanticity in Multimodal Representations.
CoRR
Hanqi Yan, Xiangxiang Cui, Lu Yin, Paul Pu Liang, Yulan He, Yifei Wang
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
2025 — conf
WebWalker: Benchmarking LLMs in Web Traversal.
ACL (1)
Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
2025 J jnl
WebWalker: Benchmarking LLMs in Web Traversal.
CoRR
Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
2025 J jnl
When Thinking Backfires: Mechanistic Insights Into Reasoning-Induced Misalignment.
CoRR
Hanqi Yan, Hainiu Xu, Siya Qi, Shu Yang, 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 — conf
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models.
ACL (Findings)
Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
2024 J jnl
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models.
CoRR
Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
2024 — ed.
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part I
ECIR (1)
Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, Iadh Ounis
2024 — ed.
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part II
ECIR (2)
Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, Iadh Ounis
2024 — ed.
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part III
ECIR (3)
Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, Iadh Ounis
2024 — ed.
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part IV
ECIR (4)
Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, Iadh Ounis
2024 — ed.
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part V
ECIR (5)
Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, Iadh Ounis
2024 — ed.
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part VI
ECIR (6)
Nazli Goharian, Nicola Tonellotto, Yulan He, Aldo Lipani, Graham McDonald, Craig Macdonald, Iadh Ounis
2024 J jnl
An Automated Explainable Educational Assessment System Built on LLMs.
CoRR
Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He
2024 J jnl
Assessing the Reasoning Abilities of ChatGPT in the Context of Claim Verification.
CoRR
John Dougrez-Lewis, Mahmud Elahi Akhter, Yulan He, Maria Liakata
2024 J jnl
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation.
IEEE J. Biomed. Health Informatics
Jun Wang, Abhir Bhalerao, Terry Yin, Simon See, Yulan He
2024 A* conf
CPPO: Continual Learning for Reinforcement Learning with Human Feedback.
ICLR
Han Zhang, Yu Lei, Lin Gui, Min Yang, Yulan He, Hui Wang, Ruifeng Xu
2024 — conf
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling.
LREC/COLING
Zheng Fang, Yulan He, Rob Procter
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 J jnl
Can We Catch the Elephant? The Evolvement of Hallucination Evaluation on Natural Language Generation: A Survey.
CoRR
Siya Qi, Yulan He, Zheng Yuan
2024 J jnl
Cascading Large Language Models for Salient Event Graph Generation.
CoRR
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
2024 J jnl
Counterfactual Generation with Identifiability Guarantees.
CoRR
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang
2024 J jnl
Direct Preference Optimization Using Sparse Feature-Level Constraints.
CoRR
Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang
2024 — conf
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information.
ACL (3)
Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, Yulan He
2024 J jnl
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information.
CoRR
Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, 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 A* conf
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective.
EMNLP
Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He
2024 J jnl
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective.
CoRR
Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He
2024 J jnl
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language.
CoRR
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He
2024 J jnl
Explainable Recommender With Geometric Information Bottleneck.
IEEE Trans. Knowl. Data Eng.
Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He
2024 J jnl
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema.
CoRR
Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin, Xing Sun
2024 J jnl
Fine-Tuning Pre-trained Language Models for Robust Causal Representation Learning.
CoRR
Jialin Yu, Yuxiang Zhou, Yulan He, Nevin L. Zhang, Ricardo Silva
2024 J jnl
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection.
IEEE Trans. Affect. Comput.
Bin Liang, Lin Gui, Yulan He, Erik Cambria, Ruifeng Xu
2024 J jnl
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA.
CoRR
Xinyu Wang, Yanzheng Xiang, Lin Gui, Yulan He
2024 — conf
Knowledge Graphs for Real-World Rumour Verification.
LREC/COLING
John Dougrez-Lewis, Elena Kochkina, Maria Liakata, 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 J jnl
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.
CoRR
Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He
2024 — conf
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study.
EACL (2)
Zhaoyue Sun, Gabriele Pergola, Byron C. Wallace, Yulan He
2024 J jnl
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study.
CoRR
Zhaoyue Sun, Gabriele Pergola, Byron C. Wallace, Yulan He
2024 J jnl
Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning.
CoRR
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
2024 — conf
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning.
ACL (1)
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
2024 A* conf
Multi-Layer Ranking with Large Language Models for News Source Recommendation.
SIGIR
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
2024 J jnl
Multi-Layer Ranking with Large Language Models for News Source Recommendation.
CoRR
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
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 — conf
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models.
ACL (1)
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
2024 J jnl
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models.
CoRR
Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He
2024 — conf
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods.
LREC/COLING
Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He
2024 J jnl
PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games.
CoRR
Qinglin Zhu, Runcong Zhao, Jinhua Du, Lin Gui, Yulan He
2024 J jnl
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation.
CoRR
Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou
2024 J jnl
Scene Graph Aided Radiology Report Generation.
CoRR
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
2024 — conf
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation.
NAACL-HLT
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
2024 J jnl
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation.
CoRR
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
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
2024 — conf
Towards Citizen-Centric Multiagent Systems Based on Large Language Models.
GoodIT
Zhaoxing Li, Vahid Yazdanpanah, Stefan Sarkadi, Yulan He, Elnaz Shafipour, Sebastian Stein
2024 — conf
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond.
ACL (Findings)
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
2024 J jnl
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond.
CoRR
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
2024 J jnl
Uncertainty-aware automatic TNM staging classification for [
BMC Medical Informatics Decis. Mak.
Stephen H. Barlow, Sugama Chicklore, Yulan He, Sébastien Ourselin, Thomas Wagner, Anna Barnes, Gary J. R. Cook
2024 A* conf
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems.
EMNLP
Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He
2024 J jnl
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems.
CoRR
Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He
2023 A* conf
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports.
EMNLP
Xinyu Wang, Lin Gui, Yulan He
2023 J jnl
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports.
CoRR
Xinyu Wang, Lin Gui, Yulan He
2023 A conf
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System.
EACL
Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter
2023 J jnl
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System.
CoRR
Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter
2023 — conf
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding.
EMNLP (Findings)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
2023 J jnl
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding.
CoRR
Lixing Zhu, Runcong Zhao, 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 J jnl
Can Prompt Learning Benefit Radiology Report Generation?
CoRR
Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He
2023 — conf
Causal Inference from Text: Unveiling Interactions between Variables.
EMNLP (Findings)
Yuxiang Zhou, Yulan He
2023 J jnl
Causal Inference from Text: Unveiling Interactions between Variables.
CoRR
Yuxiang Zhou, Yulan He
2023 J jnl
Code Structure-Guided Transformer for Source Code Summarization.
ACM Trans. Softw. Eng. Methodol.
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lunyiu Nie, Xin Xia, Michael R. Lyu
2023 A* conf
Cone: Unsupervised Contrastive Opinion Extraction.
SIGIR
Runcong Zhao, Lin Gui, Yulan He
2023 J jnl
Cone: Unsupervised Contrastive Opinion Extraction.
CoRR
Runcong Zhao, Lin Gui, Yulan He
2023 A* conf
Counterfactual Generation with Identifiability Guarantees.
NeurIPS
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang
2023 — conf
Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions.
ACL (Findings)
Lixing Zhu, Runcong Zhao, Gabriele Pergola, 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
Distinguishability Calibration to In-Context Learning.
EACL (Findings)
Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui
2023 J jnl
Distinguishability Calibration to In-Context Learning.
CoRR
Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui
2023 — conf
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization.
ACL (1)
Xinyu Wang, Lin Gui, Yulan He
2023 J jnl
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization.
CoRR
Xinyu Wang, Lin Gui, Yulan He
2023 A conf
EANet: Towards Lightweight Human Pose Estimation With Effective Aggregation Network.
ICME
Beitao Chen, Xuanhan Wang, Xiaojia Chen, Yulan He, Jingkuan Song
2023 A* conf
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification.
EMNLP
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
2023 J jnl
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification.
CoRR
Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
2023 J jnl
Embedding Refinement Framework for Targeted Aspect-Based Sentiment Analysis.
IEEE Trans. Affect. Comput.
Bin Liang, Rongdi Yin, Jiachen Du, Lin Gui, Yulan He, Min Yang, Ruifeng Xu
2023 J jnl
Evaluating the generalisability of neural rumour verification models.
Inf. Process. Manag.
Elena Kochkina, Tamanna Hossain, Robert L. Logan IV, Miguel Arana-Catania, Rob Procter, Arkaitz Zubiaga, Sameer Singh, Yulan He, Maria Liakata
2023 J jnl
Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering.
CoRR
Junru Lu, Gabriele Pergola, Lin Gui, Yulan He
2023 A conf
Event Temporal Relation Extraction with Bayesian Translational Model.
EACL
Xingwei Tan, Gabriele Pergola, Yulan He
2023 J jnl
Event Temporal Relation Extraction with Bayesian Translational Model.
CoRR
Xingwei Tan, Gabriele Pergola, Yulan He
2023 J jnl
Explainable Recommender with Geometric Information Bottleneck.
CoRR
Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He
2023 J jnl
Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources.
CoRR
Jiasheng Si, Yingjie Zhu, Xingyu Shi, Deyu Zhou, Yulan He
2023 J jnl
Few-shot Aspect Category Sentiment Analysis via Meta-learning.
ACM Trans. Inf. Syst.
Bin Liang, Xiang Li, Lin Gui, Yonghao Fu, Yulan He, Min Yang, Ruifeng Xu
2023 A conf
Interpretable Natural Language Understanding.
CIKM
Yulan He
2023 J jnl
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation.
CoRR
Junru Lu, Siyu An, Mingbao Lin, Gabriele Pergola, Yulan He, Di Yin, Xing Sun, Yunsheng Wu
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
NewsQuote: A Dataset Built on Quote Extraction and Attribution for Expert Recommendation in Fact-Checking.
CoRR
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
2023 J jnl
OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach.
CoRR
Jiazheng Li, Runcong Zhao, Yulan He, Lin Gui
2023 — conf
PANACEA: An Automated Misinformation Detection System on COVID-19.
EACL (System Demonstrations)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
2023 J jnl
PANACEA: An Automated Misinformation Detection System on COVID-19.
CoRR
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
2023 J jnl
Some Observations on Fact-Checking Work with Implications for Computational Support.
CoRR
Rob Procter, Miguel Arana-Catania, Yulan He, Maria Liakata, Arkaitz Zubiaga, Elena Kochkina, Runcong Zhao
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
2023 A conf
Towards Boosting Black-Box Attack Via Sharpness-Aware.
ICME
Yukun Zhang, Shengming Yuan, Jingkuan Song, Yixuan Zhou, Lin Zhang, Yulan He
2023 J jnl
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews.
CoRR
Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He
2023 J jnl
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews.
Trans. Assoc. Comput. Linguistics
Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He
2023 A* conf
Uncertainty Quantification for Text Classification.
SIGIR
Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He
2022 J jnl
Addressing Token Uniformity in Transformers via Singular Value Transformation.
CoRR
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
2022 A conf
Addressing token uniformity in transformers via singular value transformation.
UAI
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
2022 J jnl
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation.
CoRR
Jun Wang, Abhir Bhalerao, Terry Yin, Simon See, Yulan He
2022 — conf
Cross-Modal Prototype Driven Network for Radiology Report Generation.
ECCV (35)
Jun Wang, Abhir Bhalerao, Yulan He
2022 J jnl
Cross-modal Prototype Driven Network for Radiology Report Generation.
CoRR
Jun Wang, Abhir Bhalerao, Yulan He
2022 — conf
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media.
NAACL-HLT
Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, Yulan He
2022 J jnl
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media.
CoRR
Lixing Zhu, Zheng Fang, Gabriele Pergola, Rob Procter, Yulan He
2022 — conf
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation.
EMNLP (Findings)
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He
2022 J jnl
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation.
CoRR
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He
2022 — ed.
Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, Online only, November 20-23, 2022
AACL/IJCNLP (Findings)
Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu
2022 J jnl
Hierarchical Interpretation of Neural Text Classification.
Comput. Linguistics
Hanqi Yan, Lin Gui, Yulan He
2022 J jnl
Hierarchical Interpretation of Neural Text Classification.
CoRR
Hanqi Yan, Lin Gui, Yulan He
2022 — conf
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection.
ACL (1)
Bin Liang, Qinglin Zhu, Xiang Li, Min Yang, Lin Gui, Yulan He, Ruifeng Xu
2022 J jnl
Multi Task Mutual Learning for Joint Sentiment Classification and Topic Detection.
IEEE Trans. Knowl. Data Eng.
Lin Gui, Jia Leng, Jiyun Zhou, Ruifeng Xu, Yulan He
2022 — conf
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network.
ACL (1)
Bin Liang, Chenwei Lou, Xiang Li, Min Yang, Lin Gui, Yulan He, Wenjie Pei, Ruifeng Xu
2022 — conf
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims.
NAACL-HLT
Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Robert Procter, Yulan He
2022 J jnl
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims.
CoRR
Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Rob Procter, Yulan He
2022 J jnl
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling.
CoRR
Yuanhang Yang, Shiyi Qi, Cuiyun Gao, Zenglin Xu, Yulan He, Qifan Wang, Chuanyi Liu
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
2022 J jnl
PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence.
CoRR
John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata, Yulan He
2022 — ed.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022
AACL/IJCNLP (1)
Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu
2022 — ed.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 2: Short Papers, Online only, November 20-23, 2022
AACL/IJCNLP (2)
Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu
2022 — conf
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators.
NAACL-HLT
Rilwan Adewoyin, Ritabrata Dutta, Yulan He
2022 J jnl
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators.
CoRR
Rilwan A. Adewoyin, Ritabrata Dutta, Yulan He
2022 A* conf
Zero-Shot Stance Detection via Contrastive Learning.
WWW
Bin Liang, Zixiao Chen, Lin Gui, Yulan He, Min Yang, Ruifeng Xu
2021 J jnl
A Bayesian end-to-end model with estimated uncertainties for simple question answering over knowledge bases.
Comput. Speech Lang.
Linhai Zhang, Chao Lin, Deyu Zhou, Yulan He, Meng Zhang
2021 — conf
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews.
NAACL-HLT
Gabriele Pergola, Lin Gui, Yulan He
2021 — conf
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation.
EMNLP (Findings)
Linhai Zhang, Deyu Zhou, Chao Lin, Yulan He
2021 A* conf
A Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness.
AAAI
Deyu Zhou, Meng Zhang, Linhai Zhang, Yulan He
2021 — conf
A Query-Driven Topic Model.
ACL/IJCNLP (Findings)
Zheng Fang, Yulan He, Rob Procter
2021 J jnl
A Query-Driven Topic Model.
CoRR
Zheng Fang, Yulan He, Rob Procter
2021 — conf
A mixed-methods ethnographic approach to participatory budgeting in Scotland.
GoodIT
Jonathan Davies, Miguel Arana-Catania, Rob Procter, Felix-Anselm van Lier, Yulan He
2021 J jnl
A mixed-methods ethnographic approach to participatory budgeting in Scotland.
CoRR
Jonathan Davies, Miguel Arana-Catania, Rob Procter, Felix-Anselm van Lier, Yulan He
2021 A conf
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews.
EACL
Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He
2021 J jnl
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews.
CoRR
Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He
2021 A* conf
Affective Dependency Graph for Sarcasm Detection.
SIGIR
Chenwei Lou, Bin Liang, Lin Gui, Yulan He, Yixue Dang, Ruifeng Xu
2021 — conf
Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs.
EMNLP (1)
Chenchen Ye, Linhai Zhang, Yulan He, Deyu Zhou, Jie Wu
2021 A conf
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies.
EACL
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He
2021 J jnl
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies.
CoRR
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He
2021 J jnl
Citizen Participation and Machine Learning for a Better Democracy.
CoRR
Miguel Arana-Catania, Felix-Anselm van Lier, Rob Procter, Nataliya Tkachenko, Yulan He, Arkaitz Zubiaga, Maria Liakata
2021 J jnl
Citizen Participation and Machine Learning for a Better Democracy.
Digit. Gov. Res. Pract.
Miguel Arana-Catania, Felix-Anselm van Lier, Rob Procter, Nataliya Tkachenko, Yulan He, Arkaitz Zubiaga, Maria Liakata
2021 J jnl
Code Structure Guided Transformer for Source Code Summarization.
CoRR
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lunyiu Nie, Xin Xia
2021 — conf
Evaluating the application of NLP tools in mainstream participatory budgeting processes in Scotland.
ICEGOV
Jonathan Davies, Miguel Arana-Catania, Rob Procter, Felix-Anselm van Lier, Yulan He
2021 J jnl
Evaluating the application of NLP tools in mainstream participatory budgeting processes in Scotland.
CoRR
Jonathan Davies, Miguel Arana-Catania, Rob Procter, Felix-Anselm van Lier, Yulan He
2021 J jnl
Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes.
CoRR
Miguel Arana-Catania, Rob Procter, Yulan He, Maria Liakata
2021 — conf
Extracting Event Temporal Relations via Hyperbolic Geometry.
EMNLP (1)
Xingwei Tan, Gabriele Pergola, Yulan He
2021 J jnl
Extracting Event Temporal Relations via Hyperbolic Geometry.
CoRR
Xingwei Tan, Gabriele Pergola, Yulan He
2021 J jnl
Hierarchical state recurrent neural network for social emotion ranking.
Comput. Speech Lang.
Deyu Zhou, Meng Zhang, Yang Yang, Yulan He
2021 J jnl
Image generation from text with entity information fusion.
Knowl. Based Syst.
Deyu Zhou, Kai Sun, Mingqi Hu, Yulan He
2021 — conf
Implicit Sentiment Analysis with Event-centered Text Representation.
EMNLP (1)
Deyu Zhou, Jianan Wang, Linhai Zhang, Yulan He
2021 — conf
Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification.
ACL/IJCNLP (Findings)
John Dougrez-Lewis, Maria Liakata, Elena Kochkina, Yulan He
2021 A* conf
MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces.
AAAI
Linhai Zhang, Deyu Zhou, Yulan He, Zeng Yang
2021 — conf
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction.
ACL/IJCNLP (1)
Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He
2021 J jnl
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction.
CoRR
Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He
2021 A conf
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic.
CIKM
Wenjia Zhang, Lin Gui, Yulan He
2021 J jnl
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic.
CoRR
Wenjia Zhang, Lin Gui, Yulan He
2021 J jnl
TRU-NET: a deep learning approach to high resolution prediction of rainfall.
Mach. Learn.
Rilwan A. Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
2021 A* conf
Target-adaptive Graph for Cross-target Stance Detection.
WWW
Bin Liang, Yonghao Fu, Lin Gui, Min Yang, Jiachen Du, Yulan He, Ruifeng Xu
2021 — conf
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification.
ACL/IJCNLP (1)
Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He
2021 J jnl
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification.
CoRR
Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He
2021 — conf
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection.
ACL/IJCNLP (1)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
2021 J jnl
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection.
CoRR
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
2021 J jnl
Understanding patient reviews with minimum supervision.
Artif. Intell. Medicine
Lin Gui, Yulan He
2020 J jnl
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews.
CoRR
Gabriele Pergola, Lin Gui, Yulan He
2020 J jnl
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings.
CoRR
Lixing Zhu, Yulan He, Deyu Zhou
2020 J jnl
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings.
Trans. Assoc. Comput. Linguistics
Lixing Zhu, Deyu Zhou, Yulan He
2020 J jnl
Approaches to Automated Detection of Cyberbullying: A Survey.
IEEE Trans. Affect. Comput.
Semiu Salawu, Yulan He, Joanna Lumsden
2020 A conf
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis.
CIKM
Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Yulan He, Ruifeng Xu
2020 — conf
BullStop: A Mobile App for Cyberbullying Prevention.
COLING (Demonstrations)
Semiu Salawu, Yulan He, Jo Lumsden
2020 B conf
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering.
COLING
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He
2020 J jnl
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering.
CoRR
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He
2020 — ed.
Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020.
EMNLP (Findings)
Trevor Cohn, Yulan He, Yang Liu
2020 A* conf
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter.
ACL
Lixing Zhu, Yulan He, Deyu Zhou
2020 J jnl
Neural Temporal Opinion Modelling for Opinion Prediction on Twitter.
CoRR
Lixing Zhu, Yulan He, Deyu Zhou
2020 A* conf
Neural Topic Modeling with Bidirectional Adversarial Training.
ACL
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
2020 J jnl
Neural Topic Modeling with Bidirectional Adversarial Training.
CoRR
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
2020 J jnl
Neural opinion dynamics model for the prediction of user-level stance dynamics.
Inf. Process. Manag.
Lixing Zhu, Yulan He, Deyu Zhou
2020 J jnl
Optimising topic coherence with Weighted Po'lya Urn scheme.
Neurocomputing
Rui Wang, Deyu Zhou, Yulan He
2020 — ed.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020
EMNLP (1)
Bonnie Webber, Trevor Cohn, Yulan He, Yang Liu
2020 J jnl
Storyline extraction from news articles with dynamic dependency.
Intell. Data Anal.
Linsen Guo, Deyu Zhou, Yulan He, Haiyang Xu
2020 J jnl
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall.
CoRR
Rilwan Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta
2020 — conf
Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration.
ECIR (1)
Vishwash Batra, Aparajita Haldar, Yulan He, Hakan Ferhatosmanoglu, George Vogiatzis, Tanaya Guha
2020 A* conf
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
WWW
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2020 J jnl
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
CoRR
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2019 J jnl
ATM: Adversarial-neural Topic Model.
Inf. Process. Manag.
Rui Wang, Deyu Zhou, Yulan He
2019 J jnl
Convolution-Based Neural Attention With Applications to Sentiment Classification.
IEEE Access
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu, Xuan Wang
2019 J jnl
Correction to "Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites".
IEEE Trans. Knowl. Data Eng.
Ting Bai, Wayne Xin Zhao, Yulan He, Jian-Yun Nie, Ji-Rong Wen
2019 J jnl
Hidden topic-emotion transition model for multi-level social emotion detection.
Knowl. Based Syst.
Donglei Tang, Zhikai Zhang, Yulan He, Chao Lin, Deyu Zhou
2019 J jnl
Hierarchical viewpoint discovery from tweets using Bayesian modelling.
Expert Syst. Appl.
Lixing Zhu, Yulan He, Deyu Zhou
2019 J jnl
Inferring user profiles in social media by joint modeling of text and networks.
Sci. China Inf. Sci.
Ruifeng Xu, Jiachen Du, Zhishan Zhao, Yulan He, Qinghong Gao, Lin Gui
2019 — conf
Interpretable Relevant Emotion Ranking with Event-Driven Attention.
EMNLP/IJCNLP (1)
Yang Yang, Deyu Zhou, Yulan He, Meng Zhang
2019 — conf
Neural Topic Model with Reinforcement Learning.
EMNLP/IJCNLP (1)
Lin Gui, Jia Leng, Gabriele Pergola, Yu Zhou, Ruifeng Xu, Yulan He
2019 — conf
Open Event Extraction from Online Text using a Generative Adversarial Network.
EMNLP/IJCNLP (1)
Rui Wang, Deyu Zhou, Yulan He
2019 J jnl
Open Event Extraction from Online Text using a Generative Adversarial Network.
CoRR
Rui Wang, Deyu Zhou, Yulan He
2019 J jnl
TDAM: A topic-dependent attention model for sentiment analysis.
Inf. Process. Manag.
Gabriele Pergola, Lin Gui, Yulan He
2019 J jnl
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis.
CoRR
Gabriele Pergola, Lin Gui, Yulan He
2019 J jnl
Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context.
CoRR
Gabriele Pergola, Yulan He, David Lowe
2019 C conf
Variational Conditional GAN for Fine-grained Controllable Image Generation.
ACML
Mingqi Hu, Deyu Zhou, Yulan He
2019 J jnl
Variational Conditional GAN for Fine-grained Controllable Image Generation.
CoRR
Mingqi Hu, Deyu Zhou, Yulan He
2019 J jnl
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
CoRR
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2019 J jnl
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
Trans. Assoc. Comput. Linguistics
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2018 J jnl
ATM: Adversarial-neural Topic Model.
CoRR
Rui Wang, Deyu Zhou, Yulan He
2018 — conf
An End-to-End Scalable Iterative Sequence Tagging with Multi-Task Learning.
NLPCC (2)
Lin Gui, Jiachen Du, Zhishan Zhao, Yulan He, Ruifeng Xu, Chuang Fan
2018 A* conf
An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking.
EMNLP
Yang Yang, Deyu Zhou, Yulan He
2018 J jnl
Automatically Learning Topics and Difficulty Levels of Problems in Online Judge Systems.
ACM Trans. Inf. Syst.
Wayne Xin Zhao, Wenhui Zhang, Yulan He, Xing Xie, Ji-Rong Wen
2018 J jnl
Characterizing and Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites.
IEEE Trans. Knowl. Data Eng.
Ting Bai, Wayne Xin Zhao, Yulan He, Jian-Yun Nie, Ji-Rong Wen
2018 B conf
Content-Based Conflict of Interest Detection on Wikipedia.
LREC
Orizu Udochukwu, Yulan He
2018 B conf
Neural Caption Generation for News Images.
LREC
Vishwash Batra, Yulan He, George Vogiatzis
2018 — conf
Neural Storyline Extraction Model for Storyline Generation from News Articles.
NAACL-HLT
Deyu Zhou, Linsen Guo, Yulan He
2018 J jnl
Position-aware deep multi-task learning for drug-drug interaction extraction.
Artif. Intell. Medicine
Deyu Zhou, Lei Miao, Yulan He
2018 — conf
Relevant Emotion Ranking from Text Constrained with Emotion Relationships.
NAACL-HLT
Deyu Zhou, Yang Yang, Yulan He
2018 — ch.
Sentiment Analysis in Social Media.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Noor Fazilla Abd Yusof, Chenghua Lin, Yulan He
2018 — conf
Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context.
AAAI Workshops
Gabriele Pergola, Yulan He, David Lowe
2018 A* conf
Variational Autoregressive Decoder for Neural Response Generation.
EMNLP
Jiachen Du, Wenjie Li, Yulan He, Ruifeng Xu, Lidong Bing, Xuan Wang
2018 J jnl
Weakly Supervised POS Tagging without Disambiguation.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Deyu Zhou, Zhikai Zhang, Min-Ling Zhang, Yulan He
2017 — conf
A Convolutional Attention Model for Text Classification.
NLPCC
Jiachen Du, Lin Gui, Ruifeng Xu, Yulan He
2017 A* conf
A Question Answering Approach for Emotion Cause Extraction.
EMNLP
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du
2017 J jnl
A Question Answering Approach to Emotion Cause Extraction.
CoRR
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du
2017 — conf
A convolutional attentional neural network for sentiment classification.
SPAC
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu
2017 A* conf
Detecting Perspectives in Political Debates.
EMNLP
David Vilares, Yulan He
2017 J jnl
EL_PSSM-RT: DNA-binding residue prediction by integrating ensemble learning with PSSM Relation Transformation.
BMC Bioinform.
Jiyun Zhou, Qin Lu, Ruifeng Xu, Yulan He, Hongpeng Wang
2017 — conf
Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings.
EACL (1)
Deyu Zhou, Xuan Zhang, Yulan He
2017 J jnl
Improving sentiment analysis via sentence type classification using BiLSTM-CRF and CNN.
Expert Syst. Appl.
Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang
2017 J jnl
Learning representations from heterogeneous network for sentiment classification of product reviews.
Knowl. Based Syst.
Lin Gui, Yu Zhou, Ruifeng Xu, Yulan He, Qin Lu
2017 — conf
Overview of NTCIR-13 ECA Task.
NTCIR
Qinghong Gao, Jiannan Hu, Ruifeng Xu, Lin Gui, Yulan He, Kam-Fai Wong, Qin Lu
2017 A* conf
Stance Classification with Target-specific Neural Attention.
IJCAI
Jiachen Du, Ruifeng Xu, Yulan He, Lin Gui
2017 J jnl
Unsupervised event exploration from social text streams.
Intell. Data Anal.
Deyu Zhou, Liangyu Chen, Xuan Zhang, Yulan He
2016 — conf
A Study of the Impact of Persuasive Argumentation in Political Debates.
HLT-NAACL
Amparo Elizabeth Cano Basave, Yulan He
2016 J jnl
A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs.
World Wide Web
Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, Ji-Rong Wen
2016 B conf
Adverse Drug Reaction Classification With Deep Neural Networks.
COLING
Trung Huynh, Yulan He, Alistair Willis, Stefan M. Rüger
2016 J jnl
Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information.
IEEE Trans. Knowl. Data Eng.
Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, Ji-Rong Wen, Xiaoming Li
2016 J jnl
Contextual semantics for sentiment analysis of Twitter.
Inf. Process. Manag.
Hassan Saif, Yulan He, Miriam Fernández, Harith Alani
2016 B conf
Detecting Expressions of Blame or Praise in Text.
LREC
Orizu Udochukwu, Yulan He
2016 J jnl
Disease named entity recognition by combining conditional random fields and bidirectional recurrent neural networks.
Database J. Biol. Databases Curation
Qikang Wei, Tao Chen, Ruifeng Xu, Yulan He, Lin Gui
2016 J jnl
Exploring demographic information in social media for product recommendation.
Knowl. Inf. Syst.
Wayne Xin Zhao, Sui Li, Yulan He, Liwei Wang, Ji-Rong Wen, Xiaoming Li
2016 A* conf
Extracting Topical Phrases from Clinical Documents.
AAAI
Yulan He
2016 B conf
Handwritten and Machine-Printed Text Discrimination Using a Template Matching Approach.
DAS
Mehryar Emambakhsh, Yulan He, Ian T. Nabney
2016 A* conf
Intersubjectivity and Sentiment: From Language to Knowledge.
IJCAI
Lin Gui, Ruifeng Xu, Yulan He, Qin Lu, Zhongyu Wei
2016 — conf
Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling.
ACL (1)
Deyu Zhou, Tianmeng Gao, Yulan He
2016 J jnl
Learning User and Product Distributed Representations Using a Sequence Model for Sentiment Analysis.
IEEE Comput. Intell. Mag.
Tao Chen, Ruifeng Xu, Yulan He, Yunqing Xia, Xuan Wang
2016 J jnl
Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.
ACM Trans. Knowl. Discov. Data
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Ji-Rong Wen, Edward Y. Chang, Xiaoming Li
2016 — conf
Topic Extraction from Microblog Posts Using Conversation Structures.
ACL (1)
Jing Li, Ming Liao, Wei Gao, Yulan He, Kam-Fai Wong
2016 A* conf
Unsupervised Storyline Extraction from News Articles.
IJCAI
Deyu Zhou, Haiyang Xu, Xin-Yu Dai, Yulan He
2015 J jnl
A Gloss Composition and Context Clustering Based Distributed Word Sense Representation Model.
Entropy
Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang
2015 C conf
A Rule-Based Approach to Implicit Emotion Detection in Text.
NLDB
Orizu Udochukwu, Yulan He
2015 A* conf
An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles.
EMNLP
Deyu Zhou, Haiyang Xu, Yulan He
2015 A* conf
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization.
AAAI
Deyu Zhou, Liangyu Chen, Yulan He
2015 — conf
Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering.
ACL (2)
Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang
2015 J jnl
Incorporating Social Role Theory into Topic Models for Social Media Content Analysis.
IEEE Trans. Knowl. Data Eng.
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Jian-Yun Nie, Ji-Rong Wen, Xiaoming Li
2015 A conf
Learning Higher-Level Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis.
ECIR
Trung Huynh, Yulan He, Stefan M. Rüger
2015 — conf
Learning Task Specific Distributed Paragraph Representations Using a 2-Tier Convolutional Neural Network.
ICONIP (1)
Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang
2015 A conf
Leveraging Product Adopter Information from Online Reviews for Product Recommendation.
ICWSM
Jinpeng Wang, Wayne Xin Zhao, Yulan He, Xiaoming Li
2015 — conf
Modelling Question Selection Behaviour in Online Communities.
WWW (Companion Volume)
Grégoire Burel, Paul Mulholland, Yulan He, Harith Alani
2015 — conf
Predicting Answering Behaviour in Online Question Answering Communities.
HT
Grégoire Burel, Paul Mulholland, Yulan He, Harith Alani
2014 — conf
A Simple Bayesian Modelling Approach to Event Extraction from Twitter.
ACL (2)
Deyu Zhou, Liangyu Chen, Yulan He
2014 B conf
A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs.
ASONAM
Wayne Xin Zhao, Jing Liu, Yulan He, Chin-Yew Lin, Ji-Rong Wen
2014 — conf
Adapting Sentiment Lexicons Using Contextual Semantics for Sentiment Analysis of Twitter.
ESWC (Satellite Events)
Hassan Saif, Yulan He, Miriam Fernández, Harith Alani
2014 — conf
Adapting Sentiment Lexicons using Contextual Semantics for Twitter Sentiment Analysis.
SSA-SMILE@ESWC
Hassan Saif, Yulan He, Miriam Fernández, Harith Alani
2014 — conf
Automatic Labelling of Topic Models Learned from Twitter by Summarisation.
ACL (2)
Amparo Elizabeth Cano Basave, Yulan He, Ruifeng Xu
2014 J jnl
Biomedical Relation Extraction: From Binary to Complex.
Comput. Math. Methods Medicine
Deyu Zhou, Dayou Zhong, Yulan He
2014 J jnl
Event trigger identification for biomedical events extraction using domain knowledge.
Bioinform.
Deyu Zhou, Dayou Zhong, Yulan He
2014 J jnl
Infer User Interests via Link Structure Regularization.
ACM Trans. Intell. Syst. Technol.
Jinpeng Wang, Wayne Xin Zhao, Yulan He, Xiaoming Li
2014 J jnl
Linked knowledge sources for topic classification of microposts: A semantic graph-based approach.
J. Web Semant.
Andrea Varga, Amparo Elizabeth Cano Basave, Matthew Rowe, Fabio Ciravegna, Yulan He
2014 B conf
On Stopwords, Filtering and Data Sparsity for Sentiment Analysis of Twitter.
LREC
Hassan Saif, Miriam Fernández, Yulan He, Harith Alani
2014 — conf
Quantising contribution effort in online communities.
WWW (Companion Volume)
Grégoire Burel, Yulan He
2014 — conf
Real-Time Detection, Tracking, and Monitoring of Automatically Discovered Events in Social Media.
ACL (System Demonstrations)
Miles Osborne, Sean Moran, Richard McCreadie, Alexander von Lünen, Martin D. Sykora, Amparo Elizabeth Cano, Neil Ireson, Craig Macdonald, Iadh Ounis, Yulan He, Tom Jackson, Fabio Ciravegna, Ann O'Brien
2014 — conf
Semantic Patterns for Sentiment Analysis of Twitter.
ISWC (2)
Hassan Saif, Yulan He, Miriam Fernández, Harith Alani
2014 B conf
SentiCircles for Contextual and Conceptual Semantic Sentiment Analysis of Twitter.
ESWC
Hassan Saif, Miriam Fernández, Yulan He, Harith Alani
2014 — ch.
Sentiment Analysis in Social Media.
Encyclopedia of Social Network Analysis and Mining
Chenghua Lin, Yulan He
2014 — conf
Stretching the Life of Twitter Classifiers with Time-Stamped Semantic Graphs.
ISWC (2)
Amparo Elizabeth Cano, Yulan He, Harith Alani
2014 — conf
The Topics they are a-Changing - Characterising Topics with Time-Stamped Semantic Graphs.
ISWC (Posters & Demos)
Amparo Elizabeth Cano, Yulan He, Harith Alani
2014 A* conf
We know what you want to buy: a demographic-based system for product recommendation on microblogs.
KDD
Wayne Xin Zhao, Yanwei Guo, Yulan He, Han Jiang, Yuexin Wu, Xiaoming Li
2013 J jnl
A Self-Training Framework for Automatic Identification of Exploratory Dialogue.
Int. J. Comput. Linguistics Appl.
Zhongyu Wei, Yulan He, Simon Buckingham Shum, Rebecca Ferguson, Wei Gao, Kam-Fai Wong
2013 B conf
A Weakly Supervised Bayesian Model for Violence Detection in Social Media.
IJCNLP
Amparo Elizabeth Cano Basave, Yulan He, Kang Liu, Jun Zhao
2013 — conf
A question of complexity: measuring the maturity of online enquiry communities.
HT
Grégoire Burel, Yulan He
2013 — conf
An Empirical Study on Uncertainty Identification in Social Media Context.
ACL (2)
Zhongyu Wei, Junwen Chen, Wei Gao, Binyang Li, Lanjun Zhou, Yulan He, Kam-Fai Wong
2013 A conf
An evaluation of learning analytics to identify exploratory dialogue in online discussions.
LAK
Rebecca Ferguson, Zhongyu Wei, Yulan He, Simon Buckingham Shum
2013 J jnl
Dynamic joint sentiment-topic model.
ACM Trans. Intell. Syst. Technol.
Yulan He, Chenghua Lin, Wei Gao, Kam-Fai Wong
2013 — conf
Evaluation Datasets for Twitter Sentiment Analysis: A survey and a new dataset, the STS-Gold.
ESSEM@AI*IA
Hassan Saif, Miriam Fernández, Yulan He, Harith Alani
2013 — conf
Harnessing linked knowledge sources for topic classification in social media.
HT
Amparo Elizabeth Cano, Andrea Varga, Matthew Rowe, Fabio Ciravegna, Yulan He
2013 — conf
Mainstream media behavior analysis on Twitter: a case study on UK general election.
HT
Zhongyu Wei, Yulan He, Wei Gao, Binyang Li, Lanjun Zhou, Kam-Fai Wong
2013 A conf
Originator or propagator?: incorporating social role theory into topic models for twitter content analysis.
CIKM
Wayne Xin Zhao, Jinpeng Wang, Yulan He, Jian-Yun Nie, Xiaoming Li
2013 A* conf
Timeline generation with social attention.
SIGIR
Wayne Xin Zhao, Yanwei Guo, Rui Yan, Yulan He, Xiaoming Li
2012 — conf
Alleviating Data Sparsity for Twitter Sentiment Analysis.
#MSM
Hassan Saif, Yulan He, Harith Alani
2012 B conf
Automatic Identification of Best Answers in Online Enquiry Communities.
ESWC
Grégoire Burel, Yulan He, Harith Alani
2012 — conf
Feature LDA: A Supervised Topic Model for Automatic Detection of Web API Documentations from the Web.
ISWC (1)
Chenghua Lin, Yulan He, Carlos Pedrinaci, John Domingue
2012 J jnl
Incorporating Sentiment Prior Knowledge for Weakly Supervised Sentiment Analysis.
ACM Trans. Asian Lang. Inf. Process.
Yulan He
2012 — conf
Online Sentiment and Topic Dynamics Tracking over the Streaming Data.
SocialCom/PASSAT
Yulan He, Chenghua Lin, Amparo Elizabeth Cano
2012 B conf
Quantising Opinions for Political Tweets Analysis.
LREC
Yulan He, Hassan Saif, Zhongyu Wei, Kam-Fai Wong
2012 — conf
Semantic Sentiment Analysis of Twitter.
ISWC (1)
Hassan Saif, Yulan He, Harith Alani
2012 A conf
Tracking Sentiment and Topic Dynamics from Social Media.
ICWSM
Yulan He, Chenghua Lin, Wei Gao, Kam-Fai Wong
2012 J jnl
Weakly Supervised Joint Sentiment-Topic Detection from Text.
IEEE Trans. Knowl. Data Eng.
Chenghua Lin, Yulan He, Richard M. Everson, Stefan M. Rüger
2011 A conf
A novel framework of training hidden markov support vector machines from lightly-annotated data.
CIKM
Deyu Zhou, Yulan He
2011 A* conf
Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification.
ACL
Yulan He, Chenghua Lin, Harith Alani
2011 J jnl
Biomedical events extraction using the hidden vector state model.
Artif. Intell. Medicine
Deyu Zhou, Yulan He
2011 A conf
Latent Sentiment Model for Weakly-Supervised Cross-Lingual Sentiment Classification.
ECIR
Yulan He
2011 A conf
Learning Conditional Random Fields from Unaligned Data for Natural Language Understanding.
ECIR
Deyu Zhou, Yulan He
2011 — conf
Pragmatic Metadata Matters: How Data about the Usage of Data Effects Semantic User Models.
SDoW@ISWC
Claudia Wagner, Markus Strohmaier, Yulan He
2011 J jnl
Self-training from labeled features for sentiment analysis.
Inf. Process. Manag.
Yulan He, Deyu Zhou
2011 — conf
Semantic Parsing for Biomedical Event Extraction.
IWCS
Deyu Zhou, Yulan He
2011 B conf
Sentence Subjectivity Detection with Weakly-Supervised Learning.
IJCNLP
Chenghua Lin, Yulan He, Richard M. Everson
2010 B conf
A Comparative Study of Bayesian Models for Unsupervised Sentiment Detection.
CoNLL
Chenghua Lin, Yulan He, Richard M. Everson
2010 A ed.
Advances in Information Retrieval, 32nd European Conference on IR Research, ECIR 2010, Milton Keynes, UK, March 28-31, 2010. Proceedings
ECIR
Cathal Gurrin, Yulan He, Gabriella Kazai, Udo Kruschwitz, Suzanne Little, Thomas Roelleke, Stefan M. Rüger, Keith van Rijsbergen
2010 J jnl
ECIR 2010: 32nd european conference on information retrieval research.
SIGIR Forum
Cathal Gurrin, Yulan He, Udo Kruschwitz, Suzanne Little, Stefan M. Rüger
2010 — conf
Exploring English Lexicon Knowledge for Chinese Sentiment Analysis.
CIPS-SIGHAN
Yulan He, Harith Alani, Deyu Zhou
2010 C conf
Goal Detection from Natural Language Queries.
NLDB
Yulan He
2010 A conf
Learning sentiment classification model from labeled features.
CIKM
Yulan He
2010 A conf
Recent Developments in Information Retrieval.
ECIR
Cathal Gurrin, Yulan He, Gabriella Kazai, Udo Kruschwitz, Suzanne Little, Thomas Roelleke, Stefan M. Rüger, Keith van Rijsbergen
2010 J jnl
Towards a web-based progressive handwriting recognition environment for mathematical problem solving.
Expert Syst. Appl.
Ba-Quy Vuong, Yulan He, Siu Cheung Hui
2009 J jnl
Automatic summary assessment for intelligent tutoring systems.
Comput. Educ.
Yulan He, Siu Cheung Hui, Thanh Tho Quan
2009 J jnl
Discriminative Training of the Hidden Vector State Model for Semantic Parsing.
IEEE Trans. Knowl. Data Eng.
Deyu Zhou, Yulan He
2009 J jnl
Exploring ant-based algorithms for gene expression data analysis.
Artif. Intell. Medicine
Yulan He, Siu Cheung Hui
2009 A conf
Joint sentiment/topic model for sentiment analysis.
CIKM
Chenghua Lin, Yulan He
2009 C conf
Protein-Protein Interactions Classification from Text via Local Learning with Class Priors.
NLDB
Yulan He, Chenghua Lin
2008 B conf
A Hybrid Generative/Discriminative Framework to Train a Semantic Parser from an Un-annotated Corpus.
COLING
Deyu Zhou, Yulan He
2008 J jnl
Erratum to "Progressive structural analysis for dynamic recognition of on-line handwritten mathematical expressions" [Pattern Recognition Letters 29 (5) (2008) 647-655].
Pattern Recognit. Lett.
Ba-Quy Vuong, Siu Cheung Hui, Yulan He
2008 — conf
Extracting Protein-Protein Interaction based on Discriminative Training of the Hidden Vector State Model.
BioNLP
Deyu Zhou, Yulan He
2008 J jnl
Extracting Protein-Protein Interactions from MEDLINE using the Hidden Vector State model.
Int. J. Bioinform. Res. Appl.
Deyu Zhou, Yulan He, Chee Keong Kwoh
2008 J jnl
Extracting interactions between proteins from the literature.
J. Biomed. Informatics
Deyu Zhou, Yulan He
2008 — ch.
From Biomedical Literature to Knowledge: Mining Protein-Protein Interactions.
Computational Intelligence in Biomedicine and Bioinformatics
Deyu Zhou, Yulan He, Chee Keong Kwoh
2008 — conf
Ontology-Based Protein-Protein Interactions Extraction from Literature Using the Hidden Vector State Model.
ICDM Workshops
Yulan He, Keiichi Nakata, Deyu Zhou
2008 J jnl
Progressive structural analysis for dynamic recognition of on-line handwritten mathematical expressions.
Pattern Recognit. Lett.
Ba-Quy Vuong, Siu Cheung Hui, Yulan He
2007 — conf
Ant-MST: An Ant-Based Minimum Spanning Tree for Gene Expression Data Clustering.
PRIB
Deyu Zhou, Yulan He, Chee Keong Kwoh, Hao Wang
2007 J jnl
Computational methods for Traditional Chinese Medicine: A survey.
Comput. Methods Programs Biomed.
Suryani Lukman, Yulan He, Siu Cheung Hui
2007 C conf
Semi-supervised Learning of the Hidden Vector State Model for Protein-Protein Interactions Extraction.
CIDM
Deyu Zhou, Yulan He, Chee Keong Kwoh
2007 J jnl
Semi-supervised learning of the hidden vector state model for extracting protein-protein interactions.
Artif. Intell. Medicine
Deyu Zhou, Yulan He, Chee Keong Kwoh
2007 Misc conf
Training the Hidden Vector State Model from Un-annotated Corpus.
International Conference on Computational Science (2)
Deyu Zhou, Yulan He, Chee Keong Kwoh
2006 — conf
A Novel Ant-Based Clustering Approach for Document Clustering.
AIRS
Yulan He, Siu Cheung Hui, Yongxiang Sim
2006 Misc conf
Extracting Protein-Protein Interactions from the Literature Using the Hidden Vector State Model.
International Conference on Computational Science (2)
Deyu Zhou, Yulan He, Chee Keong Kwoh
2006 J jnl
Spoken language understanding using the Hidden Vector State Model.
Speech Commun.
Yulan He, Steve J. Young
2006 J jnl
Structural analysis of chat messages for topic detection.
Online Inf. Rev.
Haichao Dong, Siu Cheung Hui, Yulan He
2005 C conf
Automatic Timetabling Using Artificial Immune System.
AAIM
Yulan He, Siu Cheung Hui, Edmund Ming-Kit Lai
2005 J jnl
Semantic processing using the Hidden Vector State model.
Comput. Speech Lang.
Yulan He, Steve J. Young
2003 J jnl
Citation-Based Retrieval for Scholarly Publications.
IEEE Intell. Syst.
Yulan He, Siu Cheung Hui, Alvis Cheuk M. Fong
2003 — conf
Hidden vector state model for hierarchical semantic parsing.
ICASSP (1)
Yulan He, Steve J. Young
2002 J jnl
Mining a Web Citation Database for Document Clustering.
Appl. Artif. Intell.
Yulan He, Siu Cheung Hui, Alvis Cheuk M. Fong
2002 J jnl
Mining a Web Citation Database for author co-citation analysis.
Inf. Process. Manag.
Yulan He, Siu Cheung Hui
1997 J jnl
Approaches for resolving dynamic IP addressing.
Internet Res.
Schubert Foo, Siu Cheung Hui, See Wai Yip, Yulan He