Key papers

• GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction (2025)
  Jian Zhang et al.
  5.40
• ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance (2025)
  Wissam Antoun et al.
  3.81
• AgenticDataBench: A Comprehensive Benchmark for Data Agents (2026)
  Zhaoyan Sun et al.
  2.00
• UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation (2026)
  Ruiheng Zhang et al.
  1.94
• DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems (2026)
  Maojun Sun et al.
  1.94
• Qwen3-ASR Technical Report (2026)
  Xian Shi et al.
  1.94
• SONIC-O1: A Real-World Benchmark for Evaluating Multimodal Large Language Models on Audio-Video Understanding (2026)
  Ahmed Y. Radwan et al.
  1.94
• Training Data Efficiency in Multimodal Process Reward Models (2026)
  Jinyuan Li et al.
  1.94
• POINTS-GUI-G: GUI-Grounding Journey (2026)
  Zhongyin Zhao et al.
  1.94
• scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery (2026)
  Yiming Gao et al.
  1.94
• LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts (2026)
  Yang Liu et al.
  1.94
• Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation (2026)
  Xiangyu Zhao et al.
  1.94
• VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents (2026)
  Udi Barzelay et al.
  1.94
• Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training (2026)
  Peng Sun et al.
  1.94
• mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT (2026)
  Woosung Koh et al.
  1.94
• How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data (2026)
  Zixian Huang et al.
  1.94
• Dual-View Training for Instruction-Following Information Retrieval (2026)
  Qingcheng Zeng et al.
  1.94
• Is Position Bias in Dense Retrievers Built In-or Learned from Data? (2026)
  Daegon Yu et al.
  1.94
• RUBRIC-ARROW: Alternating Pointwise Rubric Reward Modeling for LLM Post-training in Non-verifiable Domains (2026)
  Haoxiang Jiang et al.
  1.94
• Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention (2026)
  Jing Huang et al.
  1.94
• LoMo: Local Modality Substitution for Deeper Vision-Language Fusion (2026)
  Feng Han et al.
  1.94
• Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models (2026)
  Nikita Kachaev et al.
  1.94
• HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining (2026)
  Juncheng Ma et al.
  1.94
• DataComp-VLM: Improved Open Datasets for Vision-Language Models (2026)
  Matteo Farina et al.
  1.94
• HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents (2026)
  Qianchu Liu et al.
  1.94
• Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning (2026)
  Dian Zheng et al.
  1.89
• GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection (2026)
  Zheng Wu et al.
  1.89
• Signals: Trajectory Sampling and Triage for Agentic Interactions (2026)
  Shuguang Chen et al.
  1.83
• Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory (2026)
  Jiaqi Liu et al.
  1.83
• Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability (2026)
  Qihan Ren et al.
  1.83
• InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis (2026)
  Oliver Bentham et al.
  1.83
• Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora (2026)
  Chenkai Pan et al.
  1.83
• ViPO: Visual Preference Optimization at Scale (2026)
  Ming Li et al.
  1.83
• ClawGym: A Scalable Framework for Building Effective Claw Agents (2026)
  Fei Bai et al.
  1.83
• Heterogeneous Scientific Foundation Model Collaboration (2026)
  Zihao Li et al.
  1.83
• Synthetic Computers at Scale for Long-Horizon Productivity Simulation (2026)
  Tao Ge et al.
  1.83
• Beyond Language Modeling: An Exploration of Multimodal Pretraining (2026)
  Shengbang Tong et al.
  1.78
• Generative Visual Code Mobile World Models (2026)
  Woosung Koh et al.
  1.72
• Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch (2026)
  Hyunwoo Kim et al.
  1.72
• Data Science and Technology Towards AGI Part I: Tiered Data Management (2026)
  Yudong Wang et al.
  1.72
• Learning to Detect Language Model Training Data via Active Reconstruction (2026)
  Junjie Oscar Yin et al.
  1.72
• X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests (2026)
  Jie Wu et al.
  1.67
• OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models (2026)
  Yufeng Zhong et al.
  1.67
• Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens (2025)
  Dongwon Kim et al.
  1.28
• Baichuan-Omni-1.5 Technical Report (2025)
  Yadong Li et al.
  1.28
• CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing (2025)
  Yu Yuan et al.
  1.28
• mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data (2025)
  Haonan Chen et al.
  1.28
• FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading (2025)
  Guojun Xiong et al.
  1.28
• Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarsity (2025)
  Dylan Zhang et al.
  1.28
• VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model (2025)
  Jiani Zheng et al.
  1.28
• CritiQ: Mining Data Quality Criteria from Human Preferences (2025)
  Honglin Guo et al.
  1.28
• SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning (2025)
  Zexiong Ma et al.
  1.28
• Speculative Ad-hoc Querying (2025)
  Haoyu Li et al.
  1.28
• Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning (2025)
  Qinghao Ye et al.
  1.28
• Multimodal Language Modeling for High-Accuracy Single Cell Transcriptomics Analysis and Generation (2025)
  Yaorui Shi et al.
  1.28
• Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey (2025)
  Yaoting Wang et al.
  1.28
• DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding (2025)
  Xinyu Ma et al.
  1.28
• When Words Outperform Vision: VLMs Can Self-Improve Via Text-Only Training For Human-Centered Decision Making (2025)
  Zhe Hu et al.
  1.28
• Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning (2025)
  Yufei Zhan et al.
  1.28
• Wan: Open and Advanced Large-Scale Video Generative Models (2025)
  WanTeam et al.
  1.28