Le Sun

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 190

Top Venues

Publications

Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun
Few-shot Named Entity Recognition via Superposition Concept Discrimination. LREC/COLING (2024)
Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
SoFA: Shielded On-the-fly Alignment via Priority Rule Following. CoRR (2024)
Lvxue Li, Jiaqi Chen, Xinyu Lu, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations. ACL (Findings) (2024)
Shu Chen, Xinyan Guan, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun
REInstruct: Building Instruction Data from Unlabeled Corpus. ACL (Findings) (2024)
Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
Benchmarking Large Language Models in Retrieval-Augmented Generation. AAAI (2024)
Ruoxi Xu, Yingfei Sun, Mengjie Ren, Shiguang Guo, Ruotong Pan, Hongyu Lin, Le Sun, Xianpei Han
AI for social science and social science of AI: A survey. Inf. Process. Manag. 61 (2) (2024)
Xinlin Peng, Ying Zhou, Ben He, Le Sun, Yingfei Sun
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection. CoRR (2024)
Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun
The Life Cycle of Knowledge in Big Language Models: A Survey. Mach. Intell. Res. 21 (2) (2024)
Boxi Cao, Qiaoyu Tang, Hongyu Lin, Shanshan Jiang, Bin Dong, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. LREC/COLING (2024)
Xinran Chen, Xuanang Chen, Ben He, Tengfei Wen, Le Sun
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA. ACL (Findings) (2024)
Ruotong Pan, Boxi Cao, Hongyu Lin, Xianpei Han, Jia Zheng, Sirui Wang, Xunliang Cai, Le Sun
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation. CoRR (2024)
Ruoxi Xu, Hongyu Lin, Xianpei Han, Le Sun, Yingfei Sun
Academically intelligent LLMs are not necessarily socially intelligent. CoRR (2024)
Jian Luo, Xuanang Chen, Ben He, Le Sun
PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking. ACL (1) (2024)
Yanjiang Liu, Tianyun Zhong, Yaojie Lu, Hongyu Lin, Ben He, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification. ACL (Findings) (2024)
Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun
Learning or Self-aligning? Rethinking Instruction Fine-tuning. CoRR (2024)
Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun
Spiral of Silences: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. CoRR (2024)
Tianshu Wang, Hongyu Lin, Xianpei Han, Xiaoyang Chen, Boxi Cao, Le Sun
Towards Universal Dense Blocking for Entity Resolution. CoRR (2024)
Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
Executing Natural Language-Described Algorithms with Large Language Models: An Investigation. LREC/COLING (2024)
Shiguang Guo, Ziliang Deng, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
Open Grounded Planning: Challenges and Benchmark Construction. ACL (1) (2024)
Xueru Wen, Xinyu Lu, Xinyan Guan, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun
On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation. CoRR (2024)
Ning Bian, Xianpei Han, Hongyu Lin, Yaojie Lu, Ben He, Le Sun
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? CoRR (2024)
Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun
Few-shot Named Entity Recognition via Superposition Concept Discrimination. CoRR (2024)
Ning Bian, Xianpei Han, Le Sun, Hongyu Lin, Yaojie Lu, Ben He, Shanshan Jiang, Bin Dong
ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models. LREC/COLING (2024)
Ying Zhou, Ben He, Le Sun
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors. CoRR (2024)
Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting. AAAI (2024)
Ying Zhou, Ben He, Le Sun
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack. LREC/COLING (2024)
Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun
Learning or Self-aligning? Rethinking Instruction Fine-tuning. ACL (1) (2024)
Jiasheng Zheng, Boxi Cao, Zhengzhao Ma, Ruotong Pan, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models. CoRR (2024)
Ning Bian, Xianpei Han, Hongyu Lin, Yaojie Lu, Ben He, Le Sun
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL (1) (2024)
Zhuoqun Li, Hongyu Lin, Yaojie Lu, Hao Xiang, Xianpei Han, Le Sun
Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models. LREC/COLING (2024)
Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
Executing Natural Language-Described Algorithms with Large Language Models: An Investigation. CoRR (2024)
Zhuoqun Li, Hongyu Lin, Tianshu Wang, Boxi Cao, Yaojie Lu, Weixiang Zhou, Hao Wang, Zhenyu Zeng, Le Sun, Xianpei Han
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression. CoRR (2024)
Chunlei Xin, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun
Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning. LREC/COLING (2024)
Zhuoqun Li, Hongyu Lin, Yaojie Lu, Hao Xiang, Xianpei Han, Le Sun
Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models. CoRR (2024)
Shiguang Guo, Ziliang Deng, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun
Open Grounded Planning: Challenges and Benchmark Construction. CoRR (2024)
Ying Zhou, Ben He, Le Sun
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack. CoRR (2024)
Tianshu Wang, Hongyu Lin, Xiaoyang Chen, Xianpei Han, Hao Wang, Zhenyu Zeng, Le Sun
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching. CoRR (2024)
Boxi Cao, Mengjie Ren, Hongyu Lin, Xianpei Han, Feng Zhang, Junfeng Zhan, Le Sun
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation. ACL (Findings) (2024)
Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li
Self-Retrieval: Building an Information Retrieval System with One Large Language Model. CoRR (2024)
Ruoxi Xu, Yingfei Sun, Mengjie Ren, Shiguang Guo, Ruotong Pan, Hongyu Lin, Le Sun, Xianpei Han
AI for social science and social science of AI: A Survey. CoRR (2024)
Ying Zhou, Ben He, Le Sun
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors. ACL (1) (2024)
Boxi Cao, Keming Lu, Xinyu Lu, Jiawei Chen, Mengjie Ren, Hao Xiang, Peilin Liu, Yaojie Lu, Ben He, Xianpei Han, Le Sun, Hongyu Lin, Bowen Yu
Towards Scalable Automated Alignment of LLMs: A Survey. CoRR (2024)
Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li
SoFA: Shielded On-the-fly Alignment via Priority Rule Following. ACL (Findings) (2024)
Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
Universal Information Extraction as Unified Semantic Matching. AAAI (2023)
Shan Wu, Chunlei Xin, Bo Chen, Xianpei Han, Le Sun
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing. CoRR (2023)
Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
Universal Information Extraction as Unified Semantic Matching. CoRR (2023)
Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. CoRR (2023)
Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Le Sun
Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP (2023)
Shaojie He, Tianshu Wang, Yaojie Lu, Hongyu Lin, Xianpei Han, Yingfei Sun, Le Sun
Document Information Extraction via Global Tagging. CCL (2023)
Xuanang Chen, Ben He, Kai Hui, Le Sun, Yingfei Sun
Dealing with textual noise for robust and effective BERT re-ranking. Inf. Process. Manag. 60 (1) (2023)
Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun
The Life Cycle of Knowledge in Big Language Models: A Survey. CoRR (2023)
Xinlin Peng, Ying Zhou, Ben He, Le Sun, Yingfei Sun
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection. EMNLP (2023)
Ning Bian, Hongyu Lin, Xianpei Han, Ben He, Le Sun
Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension. EMNLP (Findings) (2023)
Xuanang Chen, Ben He, Zheng Ye, Le Sun, Yingfei Sun
Towards Imperceptible Document Manipulations against Neural Ranking Models. ACL (Findings) (2023)
Xiaoyang Chen, Yanjiang Liu, Ben He, Le Sun, Yingfei Sun
Understanding Differential Search Index for Text Retrieval. CoRR (2023)
Xuanang Chen, Ben He, Zheng Ye, Le Sun, Yingfei Sun
Towards Imperceptible Document Manipulations against Neural Ranking Models. CoRR (2023)
Xueru Wen, Xiaoyang Chen, Xuanang Chen, Ben He, Le Sun
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval. SIGIR (2023)
Tianshu Wang, Hongyu Lin, Xianpei Han, Le Sun, Xiaoyang Chen, Hao Wang, Zhenyu Zeng
DBCopilot: Scaling Natural Language Querying to Massive Databases. CoRR (2023)
Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
Benchmarking Large Language Models in Retrieval-Augmented Generation. CoRR (2023)
Jialong Tang, Hongyu Lin, Zhuoqun Li, Yaojie Lu, Xianpei Han, Le Sun
Harvesting Event Schemas from Large Language Models. CoRR (2023)
Xuanang Chen, Ben He, Le Sun, Yingfei Sun
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection. CoRR (2023)
Ruoxi Xu, Hongyu Lin, Xinyan Guan, Xianpei Han, Yingfei Sun, Le Sun
DLUE: Benchmarking Document Language Understanding. CoRR (2023)
Qiaoyu Tang, Ziliang Deng, Hongyu Lin, Xianpei Han, Qiao Liang, Le Sun
ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases. CoRR (2023)
Peilin Liu, Hongyu Lin, Meng Liao, Hao Xiang, Xianpei Han, Le Sun
WebDP: Understanding Discourse Structures in Semi-Structured Web Documents. ACL (Findings) (2023)
Xiaoyang Chen, Yanjiang Liu, Ben He, Le Sun, Yingfei Sun
Understanding Differential Search Index for Text Retrieval. ACL (Findings) (2023)
Xueru Wen, Xiaoyang Chen, Xuanang Chen, Ben He, Le Sun
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval. CoRR (2023)
Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
Learning In-context Learning for Named Entity Recognition. CoRR (2023)
Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting. CoRR (2023)
Ning Bian, Xianpei Han, Le Sun, Hongyu Lin, Yaojie Lu, Ben He
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models. CoRR (2023)
Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
Learning In-context Learning for Named Entity Recognition. ACL (1) (2023)
Xin Zheng, Hongyu Lin, Xianpei Han, Le Sun
Toward Unified Controllable Text Generation via Regular Expression Instruction. IJCNLP (1) (2023)
Ning Bian, Peilin Liu, Xianpei Han, Hongyu Lin, Yaojie Lu, Ben He, Le Sun
A Drop of Ink may Make a Million Think: The Spread of False Information in Large Language Models. CoRR (2023)
Shan Wu, Chunlei Xin, Hongyu Lin, Xianpei Han, Cao Liu, Jiansong Chen, Fan Yang, Guanglu Wan, Le Sun
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing. ACL (1) (2023)
Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu
Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction. CoRR (2022)
Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun
Few-shot Named Entity Recognition with Self-describing Networks. ACL (1) (2022)
Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu, Wei Tan, Yingfei Sun, Le Sun
ECO v1: Towards Event-Centric Opinion Mining. ACL (Findings) (2022)
Ying Zhou, Xuanang Chen, Ben He, Zheng Ye, Le Sun
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective. CoRR (2022)
Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
Unified Structure Generation for Universal Information Extraction. CoRR (2022)
Ying Zhou, Xuanang Chen, Ben He, Zheng Ye, Le Sun
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective. SIGIR (2022)
Xiaoyang Chen, Kai Hui, Ben He, Xianpei Han, Le Sun, Zheng Ye
Incorporating Ranking Context for End-to-End BERT Re-ranking. ECIR (1) (2022)
Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu
Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution. IJCAI (2022)
Xiaoyang Chen, Ben He, Le Sun
Groupwise Query Performance Prediction with BERT. CoRR (2022)
Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu, Wei Tan, Yingfei Sun, Le Sun
ECO v1: Towards Event-Centric Opinion Mining. CoRR (2022)
Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun
Pre-training to Match for Unified Low-shot Relation Extraction. CoRR (2022)
Yaojie Lu, Hongyu Lin, Jialong Tang, Xianpei Han, Le Sun
End-to-end neural event coreference resolution. Artif. Intell. 303 (2022)
Shan Wu, Chunlei Xin, Bo Chen, Xianpei Han, Le Sun
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing. EMNLP (2022)
Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. CoRR (2022)
Xiaoyang Chen, Ben He, Le Sun
Groupwise Query Performance Prediction with BERT. ECIR (2) (2022)
Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
Unified Structure Generation for Universal Information Extraction. ACL (1) (2022)
Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun
Pre-training to Match for Unified Low-shot Relation Extraction. ACL (1) (2022)
Shan Wu, Bo Chen, Xianpei Han, Le Sun
Data Synthesis and Iterative Refinement for Neural Semantic Parsing without Annotated Logical Forms. CCL (2022)
Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun
Few-shot Named Entity Recognition with Self-describing Networks. CoRR (2022)
Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu
Procedural Text Understanding via Scene-Wise Evolution. CoRR (2022)
Xuanang Chen, Jian Luo, Ben He, Le Sun, Yingfei Sun
Towards Robust Dense Retrieval via Local Ranking Alignment. IJCAI (2022)
Jian Luo, Xinlin Peng, Xuanang Chen, Ben He, Le Sun, Yingfei Sun
CIP at TREC 2022 Deep Learning Track. TREC (2022)
Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. ACL (1) (2022)
Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu
Procedural Text Understanding via Scene-Wise Evolution. AAAI (2022)
Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention. CoRR (2021)
Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention. CoRR (2021)
Shan Wu, Bo Chen, Chunlei Xin, Xianpei Han, Le Sun, Weipeng Zhang, Jiansong Chen, Fan Yang, Xunliang Cai
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Le Sun