PPaperPicks

Fei Huang

Alibaba Group, DAMO Academy, Language Technologies Lab, Hangzhou, China

119 papers at tracked venues · 80 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0005-7670-5255 ↗Google Scholar ↗

Venues

ACL ×39EMNLP ×31NeurIPS ×15AAAI ×6CVPR ×5ICLR ×5ICML ×5NAACL ×4ECCV ×2SIGKDD ×2WWW ×2ACM MM ×1IJCAI ×1WSDM ×1

Frequent coauthors

Runnan Fang
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Hao Lang
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Shuofei Qiao
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Chaoya Jiang
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Anwen Hu
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Yangning Li
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Minzheng Wang
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Hao Sun
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Zhuoqun Li
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Zhuo Chen
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Run Luo
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Zhenhong Zhou
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Papers

  1. BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
    ACL 2026 ·
    Litu Ou
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  2. Efficient and Effective In-context Demonstration Selection with Coreset
    AAAI 2026 ·
    Zihua Wang
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  3. EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
    ACL 2026 ·
    Guibin Zhang
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  4. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
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  5. FishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket Platform
    WWW 2026 ·
    Kakam Chong
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  6. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format
    ACL 2026 ·
    Dingzirui Wang
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  7. MOA: Multi-Objective Alignment for Role-Playing Agents
    ACL 2026 ·
    Chonghua Liao
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  8. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
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  9. Memp: Exploring Agent Procedural Memory
    ACL 2026 ·
    Runnan Fang
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  10. Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
    ACL 2026 ·
    Binghai Wang
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  11. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
    ACL 2026 ·
    Yihong Dong
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  12. Reasoning-Guided Exploration for Online DPO
    ACL 2026 ·
    Zetian Hu
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  13. STORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading
    WSDM 2026 ·
    Yilei Zhao
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  14. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
    ACL 2026 ·
    Zijun Liu
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  15. Selective Weak-to-Strong Generalization
    AAAI 2026 ·
    Hao Lang
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  16. Towards General Agentic Intelligence via Environment Scaling
    ACL 2026 ·
    Runnan Fang
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  17. Understanding Generalization in Role-Playing Models via Information Theory
    ACL 2026 ·
    Yongqi Li
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  18. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
    ACL 2026 ·
    Xuanyu Lei
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  19. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
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  20. Agentic Knowledgeable Self-awareness
    ACL 2025 ·
    Shuofei Qiao
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  21. Benchmarking Agentic Workflow Generation
    ICLR 2025 ·
    Shuofei Qiao
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  22. Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
    ICLR 2025 ·
    Yangning Li
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  23. CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
    NeurIPS 2025 ·
    Xiaomeng Hu
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  24. CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
    EMNLP 2025 ·
    Jing Ye
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  25. ConText: Driving In-context Learning for Text Removal and Segmentation
    ICML 2025 ·
    Fei Zhang
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  26. CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis
    EMNLP 2025 ·
    Xinyu Zhang
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  27. DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling
    ACL 2025 ·
    Minzheng Wang
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  28. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
    ACL 2025 ·
    Ziheng Qiao
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  29. Debate Helps Weak-to-Strong Generalization
    AAAI 2025 ·
    Hao Lang
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  30. DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
    EMNLP 2025 ·
    Hao Sun
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  31. DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
    ACL 2025 ·
    Zhuoqun Li
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  32. Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
    EMNLP 2025 ·
    Zhuo Chen
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  33. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
    EMNLP 2025 ·
    Tao Zou
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  34. EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
    ACL 2025 ·
    Xiaoqian Liu
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  35. Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation
    SIGKDD 2025 ·
    Jianyu Guan
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  36. Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
    EMNLP 2025 ·
    Linjuan Wu
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  37. EvolveSearch: An Iterative Self-Evolving Search Agent
    EMNLP 2025 ·
    Dingchu Zhang
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  38. Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
    ICML 2025 ·
    Xin Cheng
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  39. ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
    ACL 2025 ·
    Yunkun Wang
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  40. FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers
    WWW 2025 ·
    Dexin Kong
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  41. GSID: Generative Semantic Indexing for E-Commerce Product Understanding
    EMNLP 2025 ·
    Haiyang Yang
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  42. IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
    ACL 2025 ·
    Xinghua Zhang
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  43. IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
    SIGKDD 2025 ·
    Wenhao Wu
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  44. KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models
    EMNLP 2025 ·
    Zhen Zhang
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  45. LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG Routing
    ICML 2025 ·
    Kuan Li
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  46. LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
    EMNLP 2025 ·
    Zikai Xiao
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  47. Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
    NeurIPS 2025 ·
    Yuyang Wanyan
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  48. MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
    ACL 2025 ·
    Run Luo
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  49. Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification
    EMNLP 2025 ·
    Huike Zou
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  50. OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
    ACL 2025 ·
    Haonan Zhang
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  51. OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
    EMNLP 2025 ·
    Zekun Xi
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  52. On the Role of Attention Heads in Large Language Model Safety
    ICLR 2025 ·
    Zhenhong Zhou
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  53. OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech Synthesis
    NeurIPS 2025 ·
    Run Luo
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  54. P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
    EMNLP 2025 ·
    Yidan Zhang
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  55. PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
    NeurIPS 2025 ·
    Yiming Wang
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  56. ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
    EMNLP 2025 ·
    Jingheng Ye
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  57. RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
    EMNLP 2025 ·
    Hao Xiang
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  58. Reverse Preference Optimization for Complex Instruction Following
    ACL 2025 ·
    Xiang Huang
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  59. SDPO: Segment-Level Direct Preference Optimization for Social Agents
    ACL 2025 ·
    Aobo Kong
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  60. Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
    NeurIPS 2025 ·
    Yiming Wang
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  61. StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
    ICLR 2025 ·
    Zhuoqun Li
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  62. Supervised Optimism Correction: Be Confident When LLMs Are Sure
    ACL 2025 ·
    Junjie Zhang
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  63. Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling
    NAACL 2025 ·
    Zile Qiao
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  64. SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
    CVPR 2025 ·
    Hongrui Jia
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  65. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
    ACL 2025 ·
    Runnan Fang
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  66. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    ICML 2025 ·
    Lang Feng
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  67. Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese
    EMNLP 2025 ·
    Yikang Liu
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  68. Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
    NAACL 2025 ·
    Weiqi Wu
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  69. VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Chaoya Jiang
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  70. VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
    NeurIPS 2025 ·
    Qiuchen Wang
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  71. WebDancer: Towards Autonomous Information Seeking Agency
    NeurIPS 2025 ·
    Jialong Wu
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  72. WebWalker: Benchmarking LLMs in Web Traversal
    ACL 2025 ·
    Jialong Wu
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  73. WritingBench: A Comprehensive Benchmark for Generative Writing
    NeurIPS 2025 ·
    Yuning Wu
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  74. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
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  75. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    ICLR 2025 ·
    Jiabo Ye
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  76. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
    EMNLP 2024 ·
    Houquan Zhou
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  77. Agent Planning with World Knowledge Model
    NeurIPS 2024 ·
    Shuofei Qiao
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  78. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
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  79. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
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  80. DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
    ACL 2024 ·
    Jia Li
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  81. EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
    AAAI 2024 ·
    Yangning Li
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  82. EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
    NeurIPS 2024 ·
    Jia Li
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  83. Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
    NAACL 2024 ·
    Xiao Li
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  84. FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
    IJCAI 2024 ·
    Xiang Chen
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  85. Fine-Tuning Language Models with Reward Learning on Policy
    NAACL 2024 ·
    Hao Lang
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  86. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
    EMNLP 2024 ·
    Ruixuan Xiao
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  87. Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
    ACL 2024 ·
    Yuhan Chen
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  88. Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
    CVPR 2024 ·
    Chaoya Jiang
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  89. How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
    EMNLP 2024 ·
    Zhenhong Zhou
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  90. IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing
    EMNLP 2024 ·
    Kang Chen
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  91. Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
    EMNLP 2024 ·
    Huawen Feng
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  92. Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
    ACL 2024 ·
    Zhuo Chen
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  93. Iterative Forward Tuning Boosts In-Context Learning in Language Models
    ACL 2024 ·
    Jiaxi Yang
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  94. Knowledge Mechanisms in Large Language Models: A Survey and Perspective
    EMNLP 2024 ·
    Mengru Wang
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  95. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
    ICML 2024 ·
    Le Yu
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  96. Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
    EMNLP 2024 ·
    Minzheng Wang
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  97. MIBench: Evaluating Multimodal Large Language Models over Multiple Images
    EMNLP 2024 ·
    Haowei Liu
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  98. MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
    NeurIPS 2024 ·
    Chaoya Jiang
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  99. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
    NeurIPS 2024 ·
    Junyang Wang
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  100. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
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  101. OMNIPARSER: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition
    CVPR 2024 ·
    Jianqiang Wan
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  102. One-Shot Learning as Instruction Data Prospector for Large Language Models
    ACL 2024 ·
    Yunshui Li
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  103. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
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  104. Platypus: A Generalized Specialist Model for Reading Text in Various Forms
    ECCV 2024 ·
    Peng Wang
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  105. Preference Ranking Optimization for Human Alignment
    AAAI 2024 ·
    Feifan Song
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  106. Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario
    EMNLP 2024 ·
    Feiteng Mu
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  107. RaFe: Ranking Feedback Improves Query Rewriting for RAG
    EMNLP 2024 ·
    Shengyu Mao
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  108. Retrieved In-Context Principles from Previous Mistakes
    EMNLP 2024 ·
    Hao Sun
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  109. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    NeurIPS 2024 ·
    Qiaoyu Tang
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  110. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·
    Tianyu Yu
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  111. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
    EMNLP 2024 ·
    Weizhou Shen
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  112. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
    ACL 2024 ·
    Hongzhan Chen
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  113. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 ·
    Liang Zhang
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  114. Visual Text Generation in the Wild
    ECCV 2024 ·
    Yuanzhi Zhu
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  115. WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
    NeurIPS 2024 ·
    Peng Wang
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  116. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
    EMNLP 2024 ·
    Xin Zhang
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  117. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
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  118. mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    CVPR 2024 ·
    Qinghao Ye
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  119. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    ACM MM 2024 ·
    Anwen Hu
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