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Le Sun

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

192

Venues

31

Active years

2000–2026

Best venue rank

A*

Where they publish

Papers

192 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIDoes Question Really Matter? The Attribution of Answer Bias in LLM Evaluation.Boxi Cao, Ruotong Pan, Hongyu Lin, Xianpei Han, Le Sun
2026AAAIAI-Salesman: Towards Reliable Large Language Model Driven Telemarketing.Qingyu Zhang, Chunlei Xin, Xuanang Chen, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Qing Ye, Qianlong Xie, Xingxing Wang
2026ACLCoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection.Yihan Chen, Jiawei Chen, Guozhao Mo, Xuanang Chen, Ben He, Xianpei Han, Le Sun
2026ACLKnowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning.Xinyan Guan, Jiali Zeng, Chunlei Xin, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Fandong Meng
2026ACLSURE or Not? Investigating Semantic Understanding in Dense Retrieval Models.Lingdi Kong, Xuanang Chen, Ben He, Le Sun
2026ACLPaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing.Zhuoqun Li, Xuanang Chen, Hongyu Lin, Yaojie Lu, Xianpei Han, Shanshan Jiang, Bin Dong, Le Sun
2026ACLWhen Models Outthink Their Safety: Unveiling and Mitigating Self-Jailbreak in Large Reasoning Models.Yingzhi Mao, Chunkang Zhang, Junxiang Wang, Xinyan Guan, Boxi Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2026ACLOn the Editability of Delta Parameters in Post-Trained Models.Qiaoyu Tang, Le Yu, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Le Sun
2026ACLAll Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG.Dan Wang, Guozhao Mo, Yafei Shi, Cheng Zhang, Bo Zheng, Boxi Cao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun
2026ACLCodeRise: Bootstrapping LLMs for Ultra Low-Resource Programming Languages via Progressive Self-Refinement Curriculum.Tengfei Wen, Xuanang Chen, Ben He, Xiaoliang Cong, Le Sun
2026ACLMemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning.Qianhao Yuan, Jie Lou, Zichao Li, Jiawei Chen, Yaojie Lu, Hongyu Lin, Le Sun, Debing Zhang, Xianpei Han
2026ACLDeepPresenter: Environment-Grounded Reflection for Agentic Presentation Generation.Hao Zheng, Guozhao Mo, Xinru Yan, Qianhao Yuan, Wenkai Zhang, Xuanang Chen, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2026ACLScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models.Jiasheng Zheng, Xin Zheng, Boxi Cao, Pengbo Wang, Zhengzhao Ma, Qiming Zhu, Jiazhen Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2026ACLAcross Programming Language Silos: A Study on Cross-Lingual Retrieval-Augmented Code Generation.Qiming Zhu, Jialun Cao, Xuanang Chen, Weili Zhang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung
2026EACLExpanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models.Qiao Liang, Yanjiang Liu, Weixiang Zhou, Ben He, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun, Yingfei Sun
2026EACLNavigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration.Guozhao Mo, Yanjiang Liu, Yafei Shi, Jiawei Chen, Yang Li, Yaojie Lu, Hongyu Lin, Ben He, Le Sun, Bo Zheng, Xianpei Han
2026SIGIRAnswer First, Evidence Second? Uncovering Hidden Risks in Well-Structured AI Search Summaries.Jinman Li, Xuanang Chen, Ruoxi Xu, Hongyu Lin, Yaojie Lu, Zecheng Fan, Xianpei Han, Le Sun
2025AAAIDOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation.Qiming Zhu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung
2025ACLFrom Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs.Jialun Cao, Yaojie Lu, Meiziniu Li, Haoyang Ma, Haokun Li, Mengda He, Cheng Wen, Le Sun, Hongyu Zhang, Shengchao Qin, Shing-Chi Cheung, Cong Tian
2025ACLNot All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering.Xinran Chen, Ben He, Xuanang Chen, Le Sun
2025ACLREADoc: A Unified Benchmark for Realistic Document Structured Extraction.Zichao Li, Aizier Abulaiti, Yaojie Lu, Xuanang Chen, Jia Zheng, Hongyu Lin, Xianpei Han, Shanshan Jiang, Bin Dong, Le Sun
2025ACLDeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking.Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun
2025ACLAutoAlign: Get Your LLM Aligned with Minimal Annotations.Xinyu Lu, Dong Xu, Chunkang Zhang, Xinyan Guan, Junxiang Wang, Qingyu Zhang, Pengbo Wang, Yingzhi Mao, Hao Xiang, Xueru Wen, Zichao Li, Yaojie Lu, Hongyu Lin, Le Sun, Xianpei Han
2025ACLThe Linguistic Connectivities Within Large Language Models.Dan Wang, Boxi Cao, Ning Bian, Xuanang Chen, Yaojie Lu, Hongyu Lin, Jia Zheng, Le Sun, Shanshan Jiang, Bin Dong, Xianpei Han
2025ACLCode-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging.Tengfei Wen, Xuanang Chen, Ben He, Le Sun
2025ACLCheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch.Xueru Wen, Jie Lou, Zichao Li, Yaojie Lu, XingYu, Yuqiu Ji, Guohai Xu, Hongyu Lin, Ben He, Xianpei Han, Le Sun, Debing Zhang
2025ACLOn-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation.Xueru Wen, Jie Lou, Xinyu Lu, Yuqiu Ji, Xinyan Guan, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Debing Zhang, Le Sun
2025ACLSelf-Steering Optimization: Autonomous Preference Optimization for Large Language Models.Hao Xiang, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Ben He, Le Sun, Jingren Zhou, Junyang Lin
2025ACLSparse Latents Steer Retrieval-Augmented Generation.Chunlei Xin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Xuanang Chen, Xinyan Guan, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2025ACLCRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution.Ruiyang Xu, Jialun Cao, Yaojie Lu, Ming Wen, Hongyu Lin, Xianpei Han, Ben He, Shing-Chi Cheung, Le Sun
2025ACLMemorizing is Not Enough: Deep Knowledge Injection Through Reasoning.Ruoxi Xu, Yunjie Ji, Boxi Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Ben He, Yingfei Sun, Xiangang Li, Le Sun
2025ACLARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search.Yize Zhang, Tianshu Wang, Sirui Chen, Kun Wang, Xingyu Zeng, Hongyu Lin, Xianpei Han, Le Sun, Chaochao Lu
2025ACLCritic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic.Xin Zheng, Jie Lou, Boxi Cao, Xueru Wen, Yuqiu Ji, Hongyu Lin, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun
2025ACLDiffLM: Controllable Synthetic Data Generation via Diffusion Language Models.Ying Zhou, Xinyao Wang, Yulei Niu, Yaojie Shen, Lexin Tang, Fan Chen, Ben He, Le Sun, Longyin Wen
2025COLINGImproved Sparse Upcycling for Instruction Tuning.Wangyi Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2025COLINGMatch, Compare, or Select? An Investigation of Large Language Models for Entity Matching.Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xuanang Chen, Xianpei Han, Le Sun, Hao Wang, Zhenyu Zeng
2025COLINGCan LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization.Yiran Wang, Ben He, Xuanang Chen, Le Sun
2025COLINGAligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering.Chunlei Xin, Shuheng Zhou, Xuanang Chen, Yaojie Lu, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
2025EDBTDBCopilot: Natural Language Querying over Massive Databases via Schema Routing.Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xianpei Han, Le Sun, Hao Wang, Zhenyu Zeng
2025EMNLPConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch.Jiawei Chen, Xinyan Guan, Qianhao Yuan, Guozhao Mo, Weixiang Zhou, Yaojie Lu, Hongyu Lin, Ben He, Le Sun, Xianpei Han
2025EMNLPTeach Small Models to Reason by Curriculum Distillation.Wangyi Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2025EMNLPRMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing.Hao Xiang, Tianyi Tang, Yang Su, Bowen Yu, An Yang, Fei Huang, Yichang Zhang, Yaojie Lu, Hongyu Lin, Xianpei Han, Jingren Zhou, Junyang Lin, Le Sun
2025EMNLPPPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides.Hao Zheng, Xinyan Guan, Hao Kong, Wenkai Zhang, Jia Zheng, Weixiang Zhou, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2025ICCVCATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning.Duo Wu, Jinghe Wang, Yuan Meng, Yanning Zhang, Le Sun, Zhi Wang
2025ICCVShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers.Qianhao Yuan, Qingyu Zhang, Yanjiang Liu, Jiawei Chen, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun
2025ICDMWill It Zero-Shot?:Predicting Zero-Shot Classification Performance for Arbitrary Queries.Kevin Robbins, Xiaotong Liu, Yu Wu, Le Sun, Grady McPeak, Abby Stylianou, Robert Pless
2025ICLRThe Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model.Jiawei Chen, Wentao Chen, Jing Su, Jingjing Xu, Hongyu Lin, Mengjie Ren, Yaojie Lu, Xianpei Han, Le Sun
2025ICLRStructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization.Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li
2025ICLRRethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?Xueru Wen, Jie Lou, Yaojie Lu, Hongyu Lin, XingYu, Xinyu Lu, Ben He, Xianpei Han, Debing Zhang, Le Sun
2025ICLRLarge Language Models Often Say One Thing and Do Another.Ruoxi Xu, Hongyu Lin, Xianpei Han, Jia Zheng, Weixiang Zhou, Le Sun, Yingfei Sun
2025ICLREnhancing Learning with Label Differential Privacy by Vector Approximation.Puning Zhao, Jiafei Wu, Zhe Liu, Li Shen, Zhikun Zhang, Rongfei Fan, Le Sun, Qingming Li
2025ICMLThe Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models.Zichao Li, Xueru Wen, Jie Lou, Yuqiu Ji, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun
2025KDDMulti-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering.Xinran Chen, Yuchen Li, Hengyi Cai, Zhuoran Ma, Xuanang Chen, Haoyi Xiong, Shuaiqiang Wang, Ben He, Le Sun, Dawei Yin
2025NAACLTransferable Post-training via Inverse Value Learning.Xinyu Lu, Xueru Wen, Yaojie Lu, Bowen Yu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
2024AAAIBenchmarking Large Language Models in Retrieval-Augmented Generation.Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
2024AAAIMitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting.Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun
2024ACLRule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models?Ning Bian, Xianpei Han, Hongyu Lin, Yaojie Lu, Ben He, Le Sun
2024ACLStructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation.Boxi Cao, Mengjie Ren, Hongyu Lin, Xianpei Han, Feng Zhang, Junfeng Zhan, Le Sun
2024ACLAnalyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA.Xinran Chen, Xuanang Chen, Ben He, Tengfei Wen, Le Sun
2024ACLREInstruct: Building Instruction Data from Unlabeled Corpus.Shu Chen, Xinyan Guan, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2024ACLSpiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering.Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun
2024ACLOpen Grounded Planning: Challenges and Benchmark Construction.Shiguang Guo, Ziliang Deng, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2024ACLDebiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations.Lvxue Li, Jiaqi Chen, Xinyu Lu, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
2024ACLXMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification.Yanjiang Liu, Tianyun Zhong, Yaojie Lu, Hongyu Lin, Ben He, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
2024ACLSoFA: Shielded On-the-fly Alignment via Priority Rule Following.Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
2024ACLPRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking.Jian Luo, Xuanang Chen, Ben He, Le Sun
2024ACLLearning or Self-aligning? Rethinking Instruction Fine-tuning.Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun
2024ACLNavigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors.Ying Zhou, Ben He, Le Sun
2024COLINGFew-shot Named Entity Recognition via Superposition Concept Discrimination.Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun
2024COLINGChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models.Ning Bian, Xianpei Han, Le Sun, Hongyu Lin, Yaojie Lu, Ben He, Shanshan Jiang, Bin Dong
2024COLINGRetentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models.Boxi Cao, Qiaoyu Tang, Hongyu Lin, Shanshan Jiang, Bin Dong, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun
2024COLINGMeta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models.Zhuoqun Li, Hongyu Lin, Yaojie Lu, Hao Xiang, Xianpei Han, Le Sun
2024COLINGBeyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning.Chunlei Xin, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
2024COLINGExecuting Natural Language-Described Algorithms with Large Language Models: An Investigation.Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2024COLINGHumanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack.Ying Zhou, Ben He, Le Sun
2024EMNLPSeg2Act: Global Context-aware Action Generation for Document Logical Structuring.Zichao Li, Shaojie He, Meng Liao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Yanxiong Lu, Xianpei Han, Le Sun
2024EMNLPNot All Contexts Are Equal: Teaching LLMs Credibility-aware Generation.Ruotong Pan, Boxi Cao, Hongyu Lin, Xianpei Han, Jia Zheng, Sirui Wang, Xunliang Cai, Le Sun
2024EMNLPChain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering.Chunlei Xin, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
2024IGARSSSpectral-Spatial Dual-Branch Cross-Enhanced Transformer for Hyperspectral Image Classification.Hang Zhang, Tianming Zhan, Le Sun
2023AAAIUniversal Information Extraction as Unified Semantic Matching.Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
2023AAAIDialogue Rewriting via Skeleton-Guided Generation.Chunlei Xin, Hongyu Lin, Shan Wu, Xianpei Han, Bo Chen, Wen Dai, Shuai Chen, Bin Wang, Le Sun
2023ACLLearning In-context Learning for Named Entity Recognition.Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
2023ACLTowards Imperceptible Document Manipulations against Neural Ranking Models.Xuanang Chen, Ben He, Zheng Ye, Le Sun, Yingfei Sun
2023ACLUnderstanding Differential Search Index for Text Retrieval.Xiaoyang Chen, Yanjiang Liu, Ben He, Le Sun, Yingfei Sun
2023ACLWebDP: Understanding Discourse Structures in Semi-Structured Web Documents.Peilin Liu, Hongyu Lin, Meng Liao, Hao Xiang, Xianpei Han, Le Sun
2023ACLAmbiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing.Shan Wu, Chunlei Xin, Hongyu Lin, Xianpei Han, Cao Liu, Jiansong Chen, Fan Yang, Guanglu Wan, Le Sun
2023EMNLPContrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension.Ning Bian, Hongyu Lin, Xianpei Han, Ben He, Le Sun
2023EMNLPDoes the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models?Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Le Sun
2023EMNLPHidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection.Xinlin Peng, Ying Zhou, Ben He, Le Sun, Yingfei Sun
2023EMNLPContextual Interaction for Argument Post Quality Assessment.Yiran Wang, Xuanang Chen, Ben He, Le Sun
2023IJCNLPToward Unified Controllable Text Generation via Regular Expression Instruction.Xin Zheng, Hongyu Lin, Xianpei Han, Le Sun
2023SIGIROffline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval.Xueru Wen, Xiaoyang Chen, Xuanang Chen, Ben He, Le Sun
2022AAAIProcedural Text Understanding via Scene-Wise Evolution.Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu
2022ACLUnified Structure Generation for Universal Information Extraction.Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
2022ACLCan Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View.Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun
2022ACLFew-shot Named Entity Recognition with Self-describing Networks.Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun
2022ACLPre-training to Match for Unified Low-shot Relation Extraction.Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun
2022ACLECO v1: Towards Event-Centric Opinion Mining.Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu, Wei Tan, Yingfei Sun, Le Sun
2022ADCPersonalized Arrhythmia Detection Based on Lightweight Autoencoder and Variational Autoencoder.Zhaoyi Zhong, Le Sun, Sudha Subramani
2022ECIRIncorporating Ranking Context for End-to-End BERT Re-ranking.Xiaoyang Chen, Kai Hui, Ben He, Xianpei Han, Le Sun, Zheng Ye
2022ECIRGroupwise Query Performance Prediction with BERT.Xiaoyang Chen, Ben He, Le Sun
2022EMNLPSemantic-aware Contrastive Learning for More Accurate Semantic Parsing.Shan Wu, Chunlei Xin, Bo Chen, Xianpei Han, Le Sun
2022IJCAITowards Robust Dense Retrieval via Local Ranking Alignment.Xuanang Chen, Jian Luo, Ben He, Le Sun, Yingfei Sun
2022IJCAIBridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution.Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu
2022SIGIRRe-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective.Ying Zhou, Xuanang Chen, Ben He, Zheng Ye, Le Sun
2021AAAIBenchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation.Ning Bian, Xianpei Han, Bo Chen, Le Sun
2021AAAIDenoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model.Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun, Huidan Liu, Zhicheng Wei, Nicholas Jing Yuan
2021ACLText2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction.Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao, Shaoyi Chen
2021ACLKnowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases.Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun, Lingyong Yan, Meng Liao, Tong Xue, Jin Xu
2021ACLElement Intervention for Open Relation Extraction.Fangchao Liu, Lingyong Yan, Hongyu Lin, Xianpei Han, Le Sun
2021ACLFrom Discourse to Narrative: Knowledge Projection for Event Relation Extraction.Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu
2021ACLFrom Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding.Shan Wu, Bo Chen, Chunlei Xin, Xianpei Han, Le Sun, Weipeng Zhang, Jiansong Chen, Fan Yang, Xunliang Cai
2021ACLDe-biasing Distantly Supervised Named Entity Recognition via Causal Intervention.Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun
2021ECIRSimplified TinyBERT: Knowledge Distillation for Document Retrieval.Xuanang Chen, Ben He, Kai Hui, Le Sun, Yingfei Sun
2021EMNLPHoney or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention.Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
2021EMNLPFine-grained Entity Typing via Label Reasoning.Qing Liu, Hongyu Lin, Xinyan Xiao, Xianpei Han, Le Sun, Hua Wu
2021EMNLPProgressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion.Lingyong Yan, Xianpei Han, Le Sun
2021SIGIRContextualized Offline Relevance Weighting for Efficient and Effective Neural Retrieval.Xuanang Chen, Ben He, Kai Hui, Yiran Wang, Le Sun, Yingfei Sun
2020AAAILearning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing.Bo Chen, Xianpei Han, Ben He, Le Sun
2020AAAIEnd-to-End Bootstrapping Neural Network for Entity Set Expansion.Lingyong Yan, Xianpei Han, Ben He, Le Sun
2020EMNLPA Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land?Hongyu Lin, Yaojie Lu, Jialong Tang, Xianpei Han, Le Sun, Zhicheng Wei, Nicholas Jing Yuan
2020EMNLPSyntactic and Semantic-driven Learning for Open Information Extraction.Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu
2020EMNLPGlobal Bootstrapping Neural Network for Entity Set Expansion.Lingyong Yan, Xianpei Han, Ben He, Le Sun
2020EMNLPBERT-QE: Contextualized Query Expansion for Document Re-ranking.Zhi Zheng, Kai Hui, Ben He, Xianpei Han, Le Sun, Andrew Yates
2020IJCAIHierarchical Matching Network for Heterogeneous Entity Resolution.Cheng Fu, Xianpei Han, Jiaming He, Le Sun
2020IJCAIGlobal Structure and Local Semantics-Preserved Embeddings for Entity Alignment.Hao Nie, Xianpei Han, Le Sun, Chi Man Wong, Qiang Chen, Suhui Wu, Wei Zhang
2020PAKDDAn Advanced Two-Step DNN-Based Framework for Arrhythmia Detection.Jinyuan He, Jia Rong, Le Sun, Hua Wang, Yanchun Zhang
2020WISEFast Build Top-k Lightweight Service-Based Systems.Dandan Peng, Le Sun, Rui Zhou
2019ACLSequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks.Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2019ACLCost-sensitive Regularization for Label Confusion-aware Event Detection.Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2019ACLDistilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning.Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
2019ACLProgressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis.Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo
2019CIKMDeep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution.Hao Nie, Xianpei Han, Ben He, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong
2019EMNLPEUSP: An Easy-to-Use Semantic Parsing PlatForm.Bo An, Bo Chen, Xianpei Han, Le Sun
2019EMNLPGazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition.Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun, Bin Dong, Shanshan Jiang
2019EMNLPLearning to Bootstrap for Entity Set Expansion.Lingyong Yan, Xianpei Han, Le Sun, Ben He
2019IGARSSHyperspectral Classification Via Low-Rank Component Induced Spatial-Spectral Kernel.Le Sun, Fei Yan, Tianming Zhan
2019IJCAIEnd-to-End Multi-Perspective Matching for Entity Resolution.Cheng Fu, Xianpei Han, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong
2018ACLSequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing.Bo Chen, Le Sun, Xianpei Han
2018ACLTDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring.Cancan Jin, Ben He, Kai Hui, Le Sun
2018ACLAdaptive Scaling for Sparse Detection in Information Extraction.Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2018ACLNugget Proposal Networks for Chinese Event Detection.Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
2018COLINGModel-Free Context-Aware Word Composition.Bo An, Xianpei Han, Le Sun
2018COLINGSemi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing.Bo Chen, Bo An, Le Sun, Xianpei Han
2018EMNLPNPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval.Canjia Li, Yingfei Sun, Ben He, Le Wang, Kai Hui, Andrew Yates, Le Sun, Jungang Xu
2018ICIPHyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation.Le Sun, Byeungwoo Jeon, Zebin Wu, Liang Xiao
2018ICIPDiscriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification.Jinhuan Xu, Pengfei Liu, Le Sun, Liang Xiao
2018IGARSSHyperspectral Mixed Denoising Via Subspace Low Rank Learning and BM4D Filtering.Le Sun, Byeungwoo Jeon
2018IECONConvex Optimization-Based Sensorless Control for IPMSM Drives with Reduced Complexity.Diego F. Valencia, Le Sun, Matthias Preindl, Ali Emadi
2018NAACLAccurate Text-Enhanced Knowledge Graph Representation Learning.Bo An, Bo Chen, Xianpei Han, Le Sun
2018WISED-ECG: A Dynamic Framework for Cardiac Arrhythmia Detection from IoT-Based ECGs.Jinyuan He, Jia Rong, Le Sun, Hua Wang, Yanchun Zhang, Jiangang Ma
2017AAAIDistant Supervision via Prototype-Based Global Representation Learning.Xianpei Han, Le Sun
2017EMNLPReasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension.Hongyu Lin, Le Sun, Xianpei Han
2017GLOBECOMBit Query Based M-ary Tree Protocol for RFID Tags Identification.Jian Su, Yongrui Chen, Zhengguo Sheng, Le Sun
2017IGARSSHomogeneous region based low rank representation in hidden field for hyperspectral classification.Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yang Xu, Zebin Wu
2017INLGInvestigating the content and form of referring expressions in Mandarin: introducing the Mtuna corpus.Kees van Deemter, Le Sun, Rint Sybesma, Xiao Li, Bo Chen, Muyun Yang
2017VCIPA novel subspace spatial-spectral low rank learning method for hyperspectral denoising.Le Sun, Byeungwoo Jeon
2016AAAIGlobal Distant Supervision for Relation Extraction.Xianpei Han, Le Sun
2016AAAIA Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries.Zhenzhong Zhang, Le Sun, Xianpei Han
2016ACLSentence Rewriting for Semantic Parsing.Bo Chen, Le Sun, Xianpei Han, Bo An
2016ADCExploring Data Mining Techniques in Medical Data Streams.Le Sun, Jiangang Ma, Yanchun Zhang, Hua Wang
2016COLINGContext-Sensitive Inference Rule Discovery: A Graph-Based Method.Xianpei Han, Le Sun
2016ICIPHyperspectral unmixing based on L1-L2 sparsity and total variation.Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yunjie Chen
2016IGARSSFractional order variational pan-sharpening.Pengfei Liu, Liang Xiao, Songze Tang, Le Sun
2015ACLLearning to Mine Query Subtopics from Query Log.Zhenzhong Zhang, Le Sun, Xianpei Han
2015IGARSSHyperspectral image classification using multilayer superpixel graph and loopy belief propagation.Tianming Zhan, Yang Xu, Le Sun, Zebin Wu, Yongzhao Zhan
2014ACLSemantic Consistency: A Local Subspace Based Method for Distant Supervised Relation Extraction.Xianpei Han, Le Sun
2014ACLA Feature-Enriched Tree Kernel for Relation Extraction.Le Sun, Xianpei Han
2014COLINGA Probabilistic Co-Bootstrapping Method for Entity Set Expansion.Bei Shi, Zhenzhong Zhang, Le Sun, Xianpei Han
2014ICWSA Hybrid Fuzzy Framework for Cloud Service Selection.Le Sun, Hai Dong, Farookh Khadeer Hussain, Omar Khadeer Hussain, Jiangang Ma, Yanchun Zhang
2013CIKMLearning to detect task boundaries of query session.Zhenzhong Zhang, Le Sun, Xianpei Han
2013IGARSSSupervised hyperspectral image classification using sparse logistic regression and spatial-TV regularization.Le Sun, Zebin Wu, Jianjun Liu, Zhihui Wei
2013IGARSSParallel optimization of hyperspectral unmixing based on sparsity constrained nonnegative matrix factorization.Zebin Wu, Shun Ye, Jie Wei, Jianjun Liu, Zhihui Wei, Le Sun
2012EMNLPAn Entity-Topic Model for Entity Linking.Xianpei Han, Le Sun
2012IGARSSA novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing.Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun
2012MOMMService level agreement (SLA) assurance for cloud services: a survey from a transactional risk perspective.Le Sun, Jaipal Singh, Omar Khadeer Hussain
2011ACLA Generative Entity-Mention Model for Linking Entities with Knowledge Base.Xianpei Han, Le Sun
2011IJCNLPImproving Word Sense Induction by Exploiting Semantic Relevance.Zhenzhong Zhang, Le Sun
2011SIGIRCollective entity linking in web text: a graph-based method.Xianpei Han, Le Sun, Jun Zhao
2010CIKMQuery model refinement using word graphs.Yunping Huang, Le Sun, Jian-Yun Nie
2010CIKMTC-DCA: a system for text classification based on document's content allocation.Wenbo Li, Le Sun, Zhenzhong Zhang, Xue Jiang, Weiru Zhang
2010PRICAIAn Influence Diagram Approach for Multiagent Time-Critical Dynamic Decision Modeling.Le Sun, Yifeng Zeng, Yanping Xiang
2009CIKMSmoothing document language model with local word graph.Yunping Huang, Le Sun, Jian-Yun Nie
2008IJCNLPTwo Step Chinese Named Entity Recognition Based on Conditional Random Fields Models.Yuanyong Feng, Ruihong Huang, Le Sun
2008IJCNLPA Structured Prediction Approach for Statistical Machine Translation.Dakun Zhang, Le Sun, Wenbo Li
2006ACLAn Iterative Implicit Feedback Approach to Personalized Search.Yuanhua Lv, Le Sun, Junlin Zhang, Jian-Yun Nie, Wan Chen, Wei Zhang
2004COLINGA Trigger Language Model-based IR System.Junlin Zhang, Le Sun, Weimin Qu, Yufang Sun
2004IJCNLPA Three Level Cache-Based Adaptive Chinese Language Model.Junlin Zhang, Le Sun, Weimin Qu, Lin Du, Yufang Sun
2001SMCPECAT: a computer-aided translation tool based on bilingual corpora.Le Sun, Yibo Zhang, Junlin Zhang, Yufang Sun
2000EMNLPWord Alignment of English-Chinese Bilingual Corpus Based on Chucks.Le Sun, Youbing Jin, Lin Du, Yufang Sun
2000EMNLPQuery Translation in Chinese-English Cross-Language Information Retrieval.Yibo Zhang, Le Sun, Lin Du, Yufang Sun
2000LRECAutomatic Extraction of English-Chinese Term Lexicons from Noisy Bilingual Corpora.Le Sun, Youbing Jin, Lin Du, Yufang Sun