Ge Zhang

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026 CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization ACL 2026 Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations ACL 2026 EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ACL 2026 MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models EACL 2026 PRISM: Probabilistic Reward Model with Inherent Structural Modeling ACL 2026 Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment ICML 2025 Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models NAACL 2025 COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks ICLR 2025 LIME: Less Is More for MLLM Evaluation ACL 2025 M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025 MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025 McEval: Massively Multilingual Code Evaluation ICLR 2025 MIO: A Foundation Model on Multimodal Tokens EMNLP 2025 MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025 MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models ICLR 2025 MuPT: A Generative Symbolic Music Pretrained Transformer ICLR 2025 OAgents: An Empirical Study of Building Effective Agents EMNLP 2025 OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision ICLR 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025 Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025 VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text ICLR 2025 AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024 AutoAgents: A Framework for Automatic Agent Generation IJCAI 2024 ChatMusician: Understanding and Generating Music Intrinsically with LLM ACL 2024 CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024 CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation COLING 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024 DDK: Distilling Domain Knowledge for Efficient Large Language Models NeurIPS 2024 E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NeurIPS 2024 Improving Depth Completion via Depth Feature Upsampling CVPR 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning ICLR 2024 Massive Editing for Large Language Models via Meta Learning ICLR 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP 2024 MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces COLING 2024 MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response NAACL 2024 OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ACL 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NeurIPS 2024 SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024 Training Socially Aligned Language Models on Simulated Social Interactions ICLR 2024 UniIR: Training and Benchmarking Universal Multimodal Information Retrievers ECCV 2024 VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024 LRRU: Long-short Range Recurrent Updating Networks for Depth Completion ICCV 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation NeurIPS 2023 1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task SemEval 2022 1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector EMNLP 2022 1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data EMNLP 2022 Aligning Generative Language Models with Human Values NAACL 2022 Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection NeurIPS 2022 HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models AACL 2022 Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits NeurIPS 2022 Tilting the playing field: Dynamical loss functions for machine learning ICML 2021 Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018