Yaojie Lu

According to our database, Yaojie Lu authored at least 125 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Combinatorial Synthesis: Scaling Code RLVR via Atomic Decomposition and Recombination.

Jiasheng Zheng, Boxi Cao, Boxi Yu, Yuzhong Zhang, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

CoRR, May, 2026

Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation.

Yanjiang Liu, Jie Lou, Xinyan Guan, Yuqiu Ji, Hongyu Lin, Ben He, Xianpei Han, Le Sun, Xing Yu, Yaojie Lu

CoRR, May, 2026

LiteCoder-Terminal: Scaling Long-Horizon Terminal Environments for Learning Language Agents.

Xiaoxuan Peng, Kaiqi Zhang, Xinyu Lu, Boxi Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

CoRR, May, 2026

MetaphorVU: Towards Metaphorical Video Understanding.

Zhuoqun Li, Boxi Cao, Guiping Jiang, Fangrui Lv, Ruotong Pan, Jianan Wang, Xiangyu Wu, Hongyu Lin, Yaojie Lu, Yong Du, Ruyin Jia, Liyan, Tingting Gao, Han Li, Xianpei Han, Le Sun

CoRR, May, 2026

Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation.

Qianhao Yuan, Jie Lou, Xing Yu, Hongyu Lin, Le Sun, Xianpei Han, Yaojie Lu

CoRR, May, 2026

Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards.

Mengjie Ren, Jie Lou, Boxi Cao, Xueru Wen, Hongyu Lin, Xianpei Han, Le Sun, Xing Yu, Yaojie Lu

CoRR, May, 2026

LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation.

Dong Xu, Jialun Cao, Guozhao Mo, Junjie Hu, Cheng Wen, Hongyu Lin, Xianpei Han, Shengchao Qin, Cong Tian, Shing-Chi Cheung, Le Sun, Yaojie Lu

CoRR, May, 2026

ScaleBox: 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

CoRR, April, 2026

Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models.

Xinru Yan, Boxi Cao, Yaojie Lu, Hongyu Lin, Weixiang Zhou, Le Sun, Xianpei Han

CoRR, April, 2026

Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces.

Jiawei Chen, Ruoxi Xu, Boxi Cao, Ruotong Pan, Yunfei Zhang, Yifei Hu, Yong Du, Tingting Gao, Yaojie Lu, Yingfei Sun, Xianpei Han, Le Sun, Xiangyu Wu, Hongyu Lin

CoRR, April, 2026

P^2O: Joint Policy and Prompt Optimization.

Xinyu Lu, Kaiqi Zhang, Jinglin Yang, Boxi Cao, Yaojie Lu, Hongyu Lin, Min He, Xianpei Han, Le Sun

CoRR, March, 2026

Tackling Length Inflation Without Trade-offs: Group Relative Reward Rescaling for Reinforcement Learning.

Zichao Li, Jie Lou, Fangchen Dong, Zhiyuan Fan, Mengjie Ren, Hongyu Lin, Xianpei Han, Debing Zhang, Le Sun, Yaojie Lu, Xing Yu

CoRR, March, 2026

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards.

Zhengzhao Ma, Xueru Wen, Boxi Cao, Yaojie Lu, Hongyu Lin, Jinglin Yang, Min He, Xianpei Han, Le Sun

CoRR, March, 2026

DeepPresenter: 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

CoRR, February, 2026

Navigating 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

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Expanding 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

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

All 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

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

PaperRegister: 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

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

AI-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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Coupled Variational Reinforcement Learning for Language Model General Reasoning.

Xueru Wen, Jie Lou, Yanjiang Liu, Hongyu Lin, Ben He, Xianpei Han, Le Sun, Yaojie Lu, Debing Zhang

CoRR, December, 2025

MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning.

Qianhao Yuan, Jie Lou, Zichao Li, Jiawei Chen, Yaojie Lu, Hongyu Lin, Le Sun, Debing Zhang, Xianpei Han

CoRR, November, 2025

When Models Outthink Their Safety: Mitigating Self-Jailbreak in Large Reasoning Models with Chain-of-Guardrails.

Yingzhi Mao, Chunkang Zhang, Junxiang Wang, Xinyan Guan, Boxi Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

CoRR, October, 2025

Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window.

Qiaoyu Tang, Hao Xiang, Le Yu, Bowen Yu, Yaojie Lu, Xianpei Han, Le Sun, WenJuan Zhang, Pengbo Wang, Shixuan Liu, Zhenru Zhang, Jianhong Tu, Hongyu Lin, Junyang Lin

CoRR, October, 2025

PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing.

Zhuoqun Li, Xuanang Chen, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

CoRR, August, 2025

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?

Guozhao Mo, Wenliang Zhong, Jiawei Chen, Xuanang Chen, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun

CoRR, August, 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, Hongyu Lin, Ben He, Le Sun

CoRR, July, 2025

RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback.

Qiaoyu Tang, Hao Xiang, Le Yu, Bowen Yu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun, Junyang Lin

CoRR, July, 2025

Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns.

Ning Bian, Hongyu Lin, Peilin Liu, Yaojie Lu, Chunkang Zhang, Ben He, Xianpei Han, Le Sun

IEEE Trans. Comput. Soc. Syst., June, 2025

EmbedAgent: Benchmarking Large Language Models in Embedded System Development.

Ruiyang Xu, Jialun Cao, Mingyuan Wu, Wenliang Zhong, Yaojie Lu, Ben He, Xianpei Han, Shing-Chi Cheung, Le Sun

CoRR, June, 2025

ConsistentChat: Building Skeleton-Guided Consistent 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

CoRR, June, 2025

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation.

Qiming Zhu, Jialun Cao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung

CoRR, June, 2025

Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models.

Qiao Liang, Yanjiang Liu, Ben He, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun, Yingfei Sun

CoRR, March, 2025

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch.

Xueru Wen, Jie Lou, Zichao Li, Yaojie Lu, Xing Yu, Yuqiu Ji, Guohai Xu, Hongyu Lin, Ben He, Xianpei Han, Le Sun, Debing Zhang

CoRR, February, 2025

Scalable Oversight for Superhuman AI via Recursive Self-Critiquing.

Xueru Wen, Jie Lou, Xinyu Lu, Junjie Yang, Yanjiang Liu, Yaojie Lu, Debing Zhang, XingYu

CoRR, February, 2025

SAISA: Towards Multimodal Large Language Models with Both Training and Inference Efficiency.

Qianhao Yuan, Yanjiang Liu, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun

CoRR, February, 2025

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models.

Xinyan Guan, Jiali Zeng, Fandong Meng, Chunlei Xin, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Jie Zhou

CoRR, February, 2025

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides.

Hao Zheng, Xinyan Guan, Hao Kong, Jia Zheng, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun

CoRR, January, 2025

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models.

Yanjiang Liu, Shuheng Zhou, Yaojie Lu, Huijia Zhu, Weiqiang Wang, Hongyu Lin, Ben He, Xianpei Han, Le Sun

CoRR, January, 2025

Transferable Post-training via Inverse Value Learning.

Xinyu Lu, Xueru Wen, Yaojie Lu, Bowen Yu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 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, Xianpei Han, Debing Zhang, Le Sun

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Rethinking 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

StructRAG: 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ShortV: 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

PPTAgent: 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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

RMTBench: 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Teach Small Models to Reason by Curriculum Distillation.

Wangyi Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

ConsistentChat: 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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Aligning 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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Improved Sparse Upcycling for Instruction Tuning.

Wangyi Jiang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

Proceedings of the 31st International Conference on Computational Linguistics, 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, Xianpei Han, Debing Zhang, Le Sun

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Memorizing 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CRUXEVAL-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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Sparse 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Self-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

Proceedings of the Findings of the Association for Computational Linguistics, 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, Hongyu Lin, Ben He, Xianpei Han, Debing Zhang, Le Sun

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Cheems: 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

The 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

Proceedings of the Findings of the Association for Computational Linguistics, 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, Xianpei Han, Weipeng Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

AutoAlign: 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2025

DeepSolution: 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

READoc: 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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

From 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation.

Qiming Zhu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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, Jie Lou, Bowen Yu, Yaojie Lu, Hongyu Lin

CoRR, 2024

Aligning Large Language Models via Self-Steering Optimization.

Hao Xiang, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Le Sun, Jingren Zhou, Junyang Lin

CoRR, 2024

A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models.

Qiaoyu Tang, Le Yu, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Le Sun

CoRR, 2024

Multi-Facet Counterfactual Learning for Content Quality Evaluation.

Jiasheng Zheng, Hongyu Lin, Boxi Cao, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun

CoRR, 2024

Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?

Xueru Wen, Jie Lou, Yaojie Lu, Hongyu Lin, Xing Yu, Xinyu Lu, Ben He, Xianpei Han, Debing Zhang, Le Sun

CoRR, 2024

READoc: A Unified Benchmark for Realistic Document Structured Extraction.

Zichao Li, Aizier Abulaiti, Yaojie Lu, Xuanang Chen, Jia Zheng, Hongyu Lin, Xianpei Han, Le Sun

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, Xianpei Han, Debing Zhang, Le Sun

CoRR, 2024

CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution.

Ruiyang Xu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Ben He, Shing-Chi Cheung, Le Sun

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, Xianpei Han, Le Sun

CoRR, 2024

On-Policy Fine-grained Knowledge Feedback for Hallucination Mitigation.

Xueru Wen, Xinyu Lu, Xinyan Guan, Yaojie Lu, Hongyu Lin, Ben He, Xianpei Han, Le Sun

CoRR, 2024

Towards Scalable Automated Alignment of LLMs: A Survey.

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

CoRR, 2024

URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression.

Zhuoqun Li, Hongyu Lin, Tianshu Wang, Boxi Cao, Yaojie Lu, Weixiang Zhou, Hao Wang, Zhenyu Zeng, Le Sun, Xianpei Han

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, Xianpei Han, Weipeng Chen

CoRR, 2024

Self-Retrieval: Building an Information Retrieval System with One Large Language Model.

Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li

CoRR, 2024

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model.

Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Chain-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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Seg2Act: 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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Executing Natural Language-Described Algorithms with Large Language Models: An Investigation.

Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Beyond 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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Meta-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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

ChatGPT 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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Few-shot Named Entity Recognition via Superposition Concept Discrimination.

Jiawei Chen, Hongyu Lin, Xianpei Han, Yaojie Lu, Shanshan Jiang, Bin Dong, Le Sun

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Pattern Shifting or Knowledge Losing? A Forgetting Perspective for Understanding the Effect of Instruction Fine-Tuning.

Chunkang Zhang, Boxi Cao, Yaojie Lu, Hongyu Lin, Liu Cao, Ke Zeng, Guanglu Wan, Xunliang Cai, Xianpei Han, Le Sun

Proceedings of the Chinese Computational Linguistics - 23rd China National Conference, 2024

SoFA: 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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

XMC-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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Debiasing 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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Open Grounded Planning: Challenges and Benchmark Construction.

Shiguang Guo, Ziliang Deng, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

REInstruct: Building Instruction Data from Unlabeled Corpus.

Shu Chen, Xinyan Guan, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Rule 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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting.

Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Harvesting Event Schemas from Large Language Models.

Jialong Tang, Hongyu Lin, Zhuoqun Li, Yaojie Lu, Xianpei Han, Le Sun

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, Ben He, Le Sun

CoRR, 2023

ChatGPT 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

CoRR, 2023

Testing Coreference Resolution Systems without Labeled Test Sets.

Jialun Cao, Yaojie Lu, Ming Wen, Shing-Chi Cheung

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Document Information Extraction via Global Tagging.

Shaojie He, Tianshu Wang, Yaojie Lu, Hongyu Lin, Xianpei Han, Yingfei Sun, Le Sun

Proceedings of the Chinese Computational Linguistics - 22nd China National Conference, 2023

Learning 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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Universal Information Extraction as Unified Semantic Matching.

Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

End-to-end neural event coreference resolution.

Yaojie Lu, Hongyu Lin, Jialong Tang, Xianpei Han, Le Sun

Artif. Intell., 2022

ISCAS at SemEval-2022 Task 10: An Extraction-Validation Pipeline for Structured Sentiment Analysis.

Xinyu Lu, Mengjie Ren, Yaojie Lu, Hongyu Lin

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Unified Structure Generation for Universal Information Extraction.

Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Procedural Text Understanding via Scene-Wise Evolution.

Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie, Jin Xu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

From 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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Text2Event: 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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders.

Qian Lin, Jing Yang, Xiangwen Zhang, Hongji Wang, Yaojie Lu, Jinsong Su

Neural Process. Lett., 2020

A Rigourous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land?

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

CoRR, 2020

ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling.

Yaojie Lu, Annan Li, Hongyu Lin, Xianpei Han, Le Sun

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Syntactic and Semantic-driven Learning for Open Information Extraction.

Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

A 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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Iterative Dual Domain Adaptation for Neural Machine Translation.

Jiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu, Yongjing Yin, Jiebo Luo

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition.

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun, Bin Dong, Shanshan Jiang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning.

Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Cost-sensitive Regularization for Label Confusion-aware Event Detection.

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks.

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Exploring Implicit Semantic Constraints for Bilingual Word Embeddings.

Jinsong Su, Zhenqiao Song, Yaojie Lu, Mu Xu, Changxing Wu, Yidong Chen

Neural Process. Lett., 2018

Cross-lingual implicit discourse relation recognition with co-training.

Yaojie Lu, Mu Xu, Changxing Wu, Deyi Xiong, Hongji Wang, Jinsong Su

Frontiers Inf. Technol. Electron. Eng., 2018

A Word Embedding Transfer Model for Robust Text Categorization.

Yiming Zhang, Jing Wang, Weijian Deng, Yaojie Lu

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Nugget Proposal Networks for Chinese Event Detection.

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Adaptive Scaling for Sparse Detection in Information Extraction.

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Variational Recurrent Neural Machine Translation.

Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

ISCAS_Sogou at TAC-KBP 2017.

Xianpei Han, Xiliang Song, Hongyu Lin, Qichen Zhu, Yaojie Lu, Le Sun, Jingfang Xu, Mingrong Liu, Ranxu Su, Sheng Shang, Chenwei Ran, Feifei Xue

Proceedings of the 2017 Text Analysis Conference, 2017

2015

Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition.

Biao Zhang, Jinsong Su, Deyi Xiong, Yaojie Lu, Hong Duan, Junfeng Yao

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015