Key papers

• Your Group-Relative Advantage Is Biased (2026)
  Fengkai Yang et al.
  1.94
• AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context (2026)
  Lei Zhang et al.
  1.94
• Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation (2026)
  Zihan Su et al.
  1.94
• On the Optimal Reasoning Length for RL-Trained Language Models (2026)
  Daisuke Nohara et al.
  1.94
• HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering (2026)
  Dan Ben-Ami et al.
  1.94
• Continual Harness: Online Adaptation for Self-Improving Foundation Agents (2026)
  Seth Karten 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
• LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning (2026)
  Mengmeng Ji et al.
  1.94
• N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization (2026)
  Xukun Zhu et al.
  1.94
• One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding (2026)
  Chen Liu et al.
  1.94
• Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models (2026)
  Dehai Min et al.
  1.89
• LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories (2026)
  Zhanhao Liang et al.
  1.83
• LettuceDetect: A Hallucination Detection Framework for RAG Applications (2025)
  Ádám Kovács et al.
  1.28
• Iterative Value Function Optimization for Guided Decoding (2025)
  Zhenhua Liu et al.
  1.28
• Using Mechanistic Interpretability to Craft Adversarial Attacks against Large Language Models (2025)
  Thomas Winninger et al.
  1.28
• EfficientLLM: Efficiency in Large Language Models (2025)
  Zhengqing Yuan et al.
  1.28
• ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning (2025)
  Juyuan Wang et al.
  1.28
• Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation (2025)
  Inferix Team et al.
  1.28
• OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation (2025)
  Xiaojun Jia et al.
  1.28
• WebOperator: Action-Aware Tree Search for Autonomous Agents in Web Environment (2025)
  Mahir Labib Dihan et al.
  1.28
• PathFinder: Guided Search over Multi-Step Reasoning Paths (2023)
  Olga Golovneva et al.
  —
• ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling (2024)
  Siming Yan et al.
  —
• Backtracing: Retrieving the Cause of the Query (2024)
  Rose E. Wang et al.
  —
• Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation (2024)
  Jirui Qi et al.
  —
• VIMI: Grounding Video Generation through Multi-modal Instruction (2024)
  Yuwei Fang et al.
  —
• Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining (2024)
  Dongyang Liu et al.
  —
• Iterative Graph Alignment (2024)
  Fangyuan Yu et al.
  —
• Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis (2024)
  Hippolyte Gisserot-Boukhlef et al.
  —
• HarmoniCa: Harmonizing Training and Inference for Better Feature Cache in Diffusion Transformer Acceleration (2024)
  Yushi Huang et al.
  —
• CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM (2024)
  Jingwei Xu et al.
  —
• B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners (2024)
  Weihao Zeng et al.
  —