Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition. - Biao Zhang 002; Jinsong Su; Deyi Xiong; Yaojie Lu 001; Hong Duan; Junfeng Yao (EMNLP, 2015)

ISCAS_Sogou at TAC-KBP 2017. - Xianpei Han; Xiliang Song; Hongyu Lin; Qichen Zhu; Yaojie Lu 001; Le Sun 001; Jingfang Xu; Mingrong Liu; Ranxu Su; Sheng Shang; Chenwei Ran; Feifei Xue (TAC, 2017)

Variational Recurrent Neural Machine Translation. - Jinsong Su; Shan Wu; Deyi Xiong; Yaojie Lu 001; Xianpei Han; Biao Zhang 002 (AAAI, 2018)

Adaptive Scaling for Sparse Detection in Information Extraction. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2018)

Nugget Proposal Networks for Chinese Event Detection. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2018)

A Word Embedding Transfer Model for Robust Text Categorization. - Yiming Zhang 011; Jing Wang 040; Weijian Deng; Yaojie Lu 001 (CCL, 2018)

Cross-lingual implicit discourse relation recognition with co-training. - Yaojie Lu 001; Mu Xu; Changxing Wu; Deyi Xiong; Hongji Wang; Jinsong Su (Frontiers Inf. Technol. Electron. Eng., 2018)

Exploring Implicit Semantic Constraints for Bilingual Word Embeddings. - Jinsong Su; Zhenqiao Song; Yaojie Lu 001; Mu Xu; Changxing Wu; Yidong Chen 001 (Neural Process. Lett., 2018)

Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2019)

Cost-sensitive Regularization for Label Confusion-aware Event Detection. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2019)

Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning. - Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2019)

Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition. - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001; Bin Dong 003; Shanshan Jiang 001 (EMNLP/IJCNLP (1), 2019)

Iterative Dual Domain Adaptation for Neural Machine Translation. - Jiali Zeng; Yang Liu 005; Jinsong Su; Yubin Ge; Yaojie Lu 001; Yongjing Yin; Jiebo Luo 001 (EMNLP/IJCNLP (1), 2019)

A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? - Hongyu Lin; Yaojie Lu 001; Jialong Tang; Xianpei Han; Le Sun 001; Zhicheng Wei; Nicholas Jing Yuan (EMNLP (1), 2020)

Syntactic and Semantic-driven Learning for Open Information Extraction. - Jialong Tang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Xinyan Xiao; Hua Wu 003 (EMNLP (Findings), 2020)

ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling. - Yaojie Lu 001; Annan Li; Hongyu Lin; Xianpei Han; Le Sun 001 (SemEval@COLING, 2020)

A Rigourous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? - Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2020)

Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders. - Qian Lin; Jing Yang; Xiangwen Zhang; Hongji Wang; Yaojie Lu 001; Jinsong Su (Neural Process. Lett., 2020)

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction. - Yaojie Lu 001; Hongyu Lin; Jin Xu 014; Xianpei Han; Jialong Tang; Annan Li; Le Sun 001; Meng Liao; Shaoyi Chen (ACL/IJCNLP (1), 2021)

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction. - Jialong Tang; Hongyu Lin; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001; Weijian Xie; Jin Xu 014 (ACL/IJCNLP (1), 2021)

Procedural Text Understanding via Scene-Wise Evolution. - Jialong Tang; Hongyu Lin; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001; Weijian Xie; Jin Xu 014 (AAAI, 2022)

Unified Structure Generation for Universal Information Extraction. - Yaojie Lu 001; Qing Liu; Dai Dai; Xinyan Xiao; Hongyu Lin; Xianpei Han; Le Sun 001; Hua Wu 003 (ACL (1), 2022)

ISCAS at SemEval-2022 Task 10: An Extraction-Validation Pipeline for Structured Sentiment Analysis. - Xinyu Lu; Mengjie Ren; Yaojie Lu 001; Hongyu Lin (SemEval@NAACL, 2022)

End-to-end neural event coreference resolution. - Yaojie Lu 001; Hongyu Lin; Jialong Tang; Xianpei Han; Le Sun 001 (Artif. Intell., 2022)

Universal Information Extraction as Unified Semantic Matching. - Jie Lou; Yaojie Lu 001; Dai Dai; Wei Jia; Hongyu Lin; Xianpei Han; Le Sun 001; Hua Wu 003 (AAAI, 2023)

Learning In-context Learning for Named Entity Recognition. - Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jie Lou; Wei Jia; Dai Dai; Hua Wu 003; Boxi Cao; Xianpei Han; Le Sun 001 (ACL (1), 2023)

Document Information Extraction via Global Tagging. - Shaojie He; Tianshu Wang 002; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Yingfei Sun; Le Sun 001 (CCL, 2023)

Testing Coreference Resolution Systems without Labeled Test Sets. - Jialun Cao; Yaojie Lu 001; Ming Wen 001; Shing-Chi Cheung (ESEC/SIGSOFT FSE, 2023)

ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models. - Ning Bian; Xianpei Han; Le Sun 001; Hongyu Lin; Yaojie Lu 001; Ben He (CoRR, 2023)

A Drop of Ink Makes a Million Think: The Spread of False Information in Large Language Models. - Ning Bian; Peilin Liu; Xianpei Han; Hongyu Lin; Yaojie Lu 001; Ben He; Le Sun 001 (CoRR, 2023)

Harvesting Event Schemas from Large Language Models. - Jialong Tang; Hongyu Lin; Zhuoqun Li; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2023)

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting. - Xinyan Guan; Yanjiang Liu; Hongyu Lin; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001 (AAAI, 2024)

Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? - Ning Bian; Xianpei Han; Hongyu Lin; Yaojie Lu 001; Ben He; Le Sun 001 (ACL (1), 2024)

REInstruct: Building Instruction Data from Unlabeled Corpus. - Shu Chen; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

Open Grounded Planning: Challenges and Benchmark Construction. - Shiguang Guo; Ziliang Deng; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ACL (1), 2024)

Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations. - Lvxue Li; Jiaqi Chen; Xinyu Lu; Yaojie Lu 001; Hongyu Lin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification. - Yanjiang Liu; Tianyun Zhong; Yaojie Lu 001; Hongyu Lin; Ben He; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (ACL (Findings), 2024)

SoFA: Shielded On-the-fly Alignment via Priority Rule Following. - Xinyu Lu; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (ACL (Findings), 2024)

Pattern Shifting or Knowledge Losing? A Forgetting Perspective for Understanding the Effect of Instruction Fine-Tuning. - Chunkang Zhang; Boxi Cao; Yaojie Lu 001; Hongyu Lin; Liu Cao; Ke Zeng; Guanglu Wan; Xunliang Cai; Xianpei Han; Le Sun 001 (CCL, 2024)

Few-shot Named Entity Recognition via Superposition Concept Discrimination. - Jiawei Chen 011; Hongyu Lin; Xianpei Han; Yaojie Lu 001; Shanshan Jiang 001; Bin Dong 003; Le Sun 001 (LREC/COLING, 2024)

ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models. - Ning Bian; Xianpei Han; Le Sun 001; Hongyu Lin; Yaojie Lu 001; Ben He; Shanshan Jiang 001; Bin Dong 003 (LREC/COLING, 2024)

Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models. - Zhuoqun Li; Hongyu Lin; Yaojie Lu 001; Hao Xiang; Xianpei Han; Le Sun 001 (LREC/COLING, 2024)

Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning. - Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (LREC/COLING, 2024)

Executing Natural Language-Described Algorithms with Large Language Models: An Investigation. - Xin Zheng; Qiming Zhu; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (LREC/COLING, 2024)

Seg2Act: Global Context-aware Action Generation for Document Logical Structuring. - Zichao Li; Shaojie He; Meng Liao; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Yanxiong Lu; Xianpei Han; Le Sun 001 (EMNLP, 2024)

Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering. - Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (EMNLP (Findings), 2024)

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Zhuoqun Li; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; et al. (NeurIPS, 2024)

Self-Retrieval: Building an Information Retrieval System with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; Yongbin Li (CoRR, 2024)

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect. - Xin Men; Mingyu Xu; Qingyu Zhang; Bingning Wang; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Weipeng Chen (CoRR, 2024)

URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression. - Zhuoqun Li; Hongyu Lin; Tianshu Wang 002; Boxi Cao; Yaojie Lu 001; Weixiang Zhou; Hao Wang; Zhenyu Zeng; Le Sun 001; Xianpei Han (CoRR, 2024)

Towards Scalable Automated Alignment of LLMs: A Survey. - Boxi Cao; Keming Lu; Xinyu Lu; Jiawei Chen 011; Mengjie Ren; Hao Xiang; Peilin Liu; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001; Hongyu Lin; et al. (CoRR, 2024)

On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation. - Xueru Wen; Xinyu Lu; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2024)

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models. - Jiasheng Zheng; Boxi Cao; Zhengzhao Ma; Ruotong Pan; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution. - Ruiyang Xu; Jialun Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Ben He; Shing-Chi Cheung; Le Sun 001 (CoRR, 2024)

Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

READoc: A Unified Benchmark for Realistic Document Structured Extraction. - Zichao Li; Aizier Abulaiti; Yaojie Lu 001; Xuanang Chen; Jia Zheng 009; Hongyu Lin; Xianpei Han; Le Sun 001 (CoRR, 2024)

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? - Xueru Wen; Jie Lou; Yaojie Lu 001; Hongyu Lin; Xing Yu; Xinyu Lu; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

Multi-Facet Counterfactual Learning for Content Quality Evaluation. - Jiasheng Zheng; Hongyu Lin; Boxi Cao; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models. - Qiaoyu Tang; Le Yu; Bowen Yu 002; Hongyu Lin; Keming Lu; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

Aligning Large Language Models via Self-Steering Optimization. - Hao Xiang; Bowen Yu 002; Hongyu Lin; Keming Lu; Yaojie Lu 001; Xianpei Han; Le Sun 001; Jingren Zhou 001; Junyang Lin (CoRR, 2024)

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering. - Xinyan Guan; Yanjiang Liu; Xinyu Lu; Boxi Cao; Ben He; Xianpei Han; Le Sun 001; Jie Lou; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin (CoRR, 2024)

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation. - Qiming Zhu; Jialun Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Shing-Chi Cheung (AAAI, 2025)

From Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs. - Jialun Cao; Yaojie Lu 001; Meiziniu Li; Haoyang Ma; Haokun Li; Mengda He; Cheng Wen 002; Le Sun 001; Hongyu Zhang 002; Shengchao Qin; Shing-Chi Cheung; Cong Tian (ACL (1), 2025)

READoc: A Unified Benchmark for Realistic Document Structured Extraction. - Zichao Li; Aizier Abulaiti; Yaojie Lu 001; Xuanang Chen; Jia Zheng 009; Hongyu Lin; Xianpei Han; Shanshan Jiang 001; Bin Dong 003; Le Sun 001 (ACL (Findings), 2025)

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking. - Zhuoqun Li; Haiyang Yu 003; Xuanang Chen; Hongyu Lin; Yaojie Lu 001; Fei Huang 002; Xianpei Han; Yongbin Li; Le Sun 001 (ACL (1), 2025)

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect. - Xin Men; Mingyu Xu; Qingyu Zhang; Qianhao Yuan; Bingning Wang; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Weipeng Chen (ACL (Findings), 2025)

The Linguistic Connectivities Within Large Language Models. - Dan Wang; Boxi Cao; Ning Bian; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Le Sun 001; Shanshan Jiang 001; Bin Dong 003; Xianpei Han (ACL (Findings), 2025)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. - Xueru Wen; Jie Lou; Zichao Li; Yaojie Lu 001; XingYu; Yuqiu Ji; Guohai Xu; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001; Debing Zhang (ACL (1), 2025)

On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation. - Xueru Wen; Jie Lou; Xinyu Lu; Yuqiu Ji; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)

Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models. - Hao Xiang; Bowen Yu 002; Hongyu Lin; Keming Lu; Yaojie Lu 001; Xianpei Han; Ben He; Le Sun 001; Jingren Zhou 001; Junyang Lin (ACL (Findings), 2025)

Sparse Latents Steer Retrieval-Augmented Generation. - Chunlei Xin; Shuheng Zhou 001; Huijia Zhu; Weiqiang Wang; Xuanang Chen; Xinyan Guan; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (ACL (1), 2025)

CRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution. - Ruiyang Xu; Jialun Cao; Yaojie Lu 001; Ming Wen 001; Hongyu Lin; Xianpei Han; Ben He; Shing-Chi Cheung; Le Sun 001 (ACL (1), 2025)

Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning. - Ruoxi Xu; Yunjie Ji; Boxi Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Ben He; Yingfei Sun; Xiangang Li; Le Sun 001 (ACL (1), 2025)

Critic-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 001; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)

Improved Sparse Upcycling for Instruction Tuning. - Wangyi Jiang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001 (COLING, 2025)

Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering. - Chunlei Xin; Shuheng Zhou 001; Xuanang Chen; Yaojie Lu 001; Huijia Zhu; Weiqiang Wang; Zhongyi Liu; Xianpei Han; Le Sun 001 (COLING, 2025)

The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model. - Jiawei Chen 011; Wentao Chen; Jing Su; Jingjing Xu; Hongyu Lin; Mengjie Ren; Yaojie Lu 001; Xianpei Han; Le Sun 001 (ICLR, 2025)

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization. - Zhuoqun Li; Xuanang Chen; Haiyang Yu 003; Hongyu Lin; Yaojie Lu 001; Qiaoyu Tang; Fei Huang 002; Xianpei Han; Le Sun 001; Yongbin Li (ICLR, 2025)

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? - Xueru Wen; Jie Lou; Yaojie Lu 001; Hongyu Lin; XingYu; Xinyu Lu; Ben He; Xianpei Han; Debing Zhang; Le Sun 001 (ICLR, 2025)

Transferable Post-training via Inverse Value Learning. - Xinyu Lu; Xueru Wen; Yaojie Lu 001; Bowen Yu 002; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (NAACL (Long Papers), 2025)

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models. - Yanjiang Liu; Shuheng Zhou 001; Yaojie Lu 001; Huijia Zhu; Weiqiang Wang; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides. - Hao Zheng; Xinyan Guan; Hao Kong; Jia Zheng 009; Hongyu Lin; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models. - Xinyan Guan; Jiali Zeng; Fandong Meng; Chunlei Xin; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Jie Zhou 016 (CoRR, 2025)

SAISA: Towards Multimodal Large Language Models with Both Training and Inference Efficiency. - Qianhao Yuan; Yanjiang Liu; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

Scalable Oversight for Superhuman AI via Recursive Self-Critiquing. - Xueru Wen; Jie Lou; Xinyu Lu; Junjie Yang; Yanjiang Liu; Yaojie Lu 001; Debing Zhang; XingYu (CoRR, 2025)

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. - Xueru Wen; Jie Lou; Zichao Li; Yaojie Lu 001; Xing Yu; Yuqiu Ji; Guohai Xu; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001; Debing Zhang (CoRR, 2025)

The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models. - Zichao Li; Xueru Wen; Jie Lou; Yuqiu Ji; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2025)

Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models. - Qiao Liang; Yanjiang Liu; Ben He; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Xianpei Han; Le Sun 001; Yingfei Sun (CoRR, 2025)

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers. - Qianhao Yuan; Qingyu Zhang; Yanjiang Liu; Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Xianpei Han; Le Sun 001 (CoRR, 2025)

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation. - Qiming Zhu; Jialun Cao; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Le Sun 001; Shing-Chi Cheung (CoRR, 2025)

ConsistentChat: Building Skeleton-Guided Consistent Dialogues for Large Language Models from Scratch. - Jiawei Chen 011; Xinyan Guan; Qianhao Yuan; Guozhao Mo; Weixiang Zhou; Yaojie Lu 001; Hongyu Lin; Ben He; Le Sun 001; Xianpei Han (CoRR, 2025)

EmbedAgent: Benchmarking Large Language Models in Embedded System Development. - Ruiyang Xu; Jialun Cao; Mingyuan Wu; Wenliang Zhong; Yaojie Lu 001; Ben He; Xianpei Han; Shing-Chi Cheung; Le Sun 001 (CoRR, 2025)

Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns. - Ning Bian; Hongyu Lin; Peilin Liu; Yaojie Lu 001; Chunkang Zhang; Ben He; Xianpei Han; Le Sun 001 (IEEE Trans. Comput. Soc. Syst., 2025)

RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback. - Qiaoyu Tang; Hao Xiang; Le Yu; Bowen Yu 002; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001; Junyang Lin (CoRR, 2025)

Beyond Isolated Dots: Benchmarking Structured Table Construction as Deep Knowledge Extraction. - Tianyun Zhong; Guozhao Mo; Yanjiang Liu; Yihan Chen; Lingdi Kong; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Ben He; Le Sun 001 (CoRR, 2025)

RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing. - Hao Xiang; Tianyi Tang; Yang Su; Bowen Yu 002; An Yang; Fei Huang 002; Yichang Zhang; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Jingren Zhou 001; Junyang Lin; et al. (CoRR, 2025)

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools? - Guozhao Mo; Wenliang Zhong; Jiawei Chen 011; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Ben He; Xianpei Han; Le Sun 001 (CoRR, 2025)

PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing. - Zhuoqun Li; Xuanang Chen; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2025)