Papers

• Alignment Makes Language Models Normative, Not Descriptive (2026)
  Eilam Shapira et al.
  1.94
• LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence (2026)
  Xiang An et al.
  1.94
• WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation (2026)
  Arnav Kumar Jain et al.
  1.94
• STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability (2026)
  Haipeng Luo et al.
  1.94
• Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction (2026)
  Sunqi Fan et al.
  1.94
• Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics (2026)
  Maciej Chrabąszcz et al.
  1.89
• DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization (2026)
  Jian Mu et al.
  1.89
• Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability (2026)
  Qihan Ren et al.
  1.83
• Linear representations in language models can change dramatically over a conversation (2026)
  Andrew Kyle Lampinen et al.
  1.67
• RLHS: Mitigating Misalignment in RLHF with Hindsight Simulation (2025)
  Kaiqu Liang et al.
  1.28
• Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment (2025)
  Chenghao Fan et al.
  1.28
• FullDiT: Multi-Task Video Generative Foundation Model with Full Attention (2025)
  Xuan Ju et al.
  1.28
• The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models (2025)
  Ganqu Cui et al.
  1.28
• WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue (2025)
  Yaoyao Qian et al.
  1.28
• SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning (2025)
  Yuqian Fu et al.
  1.28
• Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding (2025)
  Lin Long et al.
  1.28
• Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls (2025)
  Xiaoyan Bai et al.
  1.28
• Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States (2025)
  Qinglin Zhu et al.
  1.28
• Static Sandboxes Are Inadequate: Modeling Societal Complexity Requires Open-Ended Co-Evolution in LLM-Based Multi-Agent Simulations (2025)
  Jinkun Chen et al.
  1.28
• Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation (2025)
  Yunhong Lu et al.
  1.28
• VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models (2023)
  Wenlong Huang et al.
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• PASTA: Pretrained Action-State Transformer Agents (2023)
  Raphael Boige et al.
  —
• DeepSeek-VL: Towards Real-World Vision-Language Understanding (2024)
  Haoyu Lu et al.
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