Key papers

• Alignment Makes Language Models Normative, Not Descriptive (2026)
  Eilam Shapira et al.
  1.94
• CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions (2026)
  Chonghuinan Wang et al.
  1.94
• Instruction-Guided Poetry Generation in Arabic and Its Dialects (2026)
  Abdelrahman Sadallah et al.
  1.94
• Benchmark Everything Everywhere All at Once (2026)
  Shiyun Xiong et al.
  1.94
• HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining (2026)
  Juncheng Ma et al.
  1.94
• PrivacyAlign: Contextual Privacy Alignment for LLM Agents (2026)
  Manveer Singh Tamber et al.
  1.94
• The Verification Horizon: No Silver Bullet for Coding Agent Rewards (2026)
  Binghai Wang et al.
  1.94
• FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces (2025)
  Zhenran Xu et al.
  1.28
• InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models via Human Feedback (2025)
  Henry Hengyuan Zhao et al.
  1.28
• OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference (2025)
  Xiangyu Zhao et al.
  1.28
• CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (2025)
  Kanzhi Cheng et al.
  1.28
• DRAGON: Distributional Rewards Optimize Diffusion Generative Models (2025)
  Yatong Bai et al.
  1.28
• Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts (2025)
  Hanhua Hong et al.
  1.28
• The Aloe Family Recipe for Open and Specialized Healthcare LLMs (2025)
  Dario Garcia-Gasulla et al.
  1.28
• MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models (2025)
  Hang Hua et al.
  1.28
• Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents (2025)
  Jenny Zhang et al.
  1.28
• Audio-Aware Large Language Models as Judges for Speaking Styles (2025)
  Cheng-Han Chiang et al.
  1.28
• CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation (2025)
  Yuwei Du et al.
  1.28
• AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents (2025)
  Jingxu Xie et al.
  1.28
• Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation (2025)
  Zongxia Li et al.
  1.28
• Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory (2025)
  Lin Long et al.
  1.28
• ReviewScore: Misinformed Peer Review Detection with Large Language Models (2025)
  Hyun Ryu et al.
  1.28
• Evaluating Language Models' Evaluations of Games (2025)
  Katherine M. Collins et al.
  1.28
• Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following (2025)
  Tianyi Xiong et al.
  1.28
• From Pixels to Feelings: Aligning MLLMs with Human Cognitive Perception of Images (2025)
  Yiming Chen et al.
  1.28
• On the Reliability of Watermarks for Large Language Models (2023)
  John Kirchenbauer et al.
  —
• Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback (2023)
  Stephen Casper et al.
  —
• From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting (2023)
  Griffin Adams et al.
  —
• RoboVQA: Multimodal Long-Horizon Reasoning for Robotics (2023)
  Pierre Sermanet et al.
  —
• Holodeck: Language Guided Generation of 3D Embodied AI Environments (2023)
  Yue Yang et al.
  —
• ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models (2024)
  Rohan Wadhawan et al.
  —
• Genie: Achieving Human Parity in Content-Grounded Datasets Generation (2024)
  Asaf Yehudai et al.
  —
• ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling (2024)
  Siming Yan et al.
  —
• RL for Consistency Models: Faster Reward Guided Text-to-Image Generation (2024)
  Owen Oertell et al.
  —
• Measuring memorization in RLHF for code completion (2024)
  Aneesh Pappu et al.
  —
• MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs (2024)
  Ziyu Liu et al.
  —
• Aligning Diffusion Models with Noise-Conditioned Perception (2024)
  Alexander Gambashidze et al.
  —
• Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale (2024)
  Rogerio Bonatti et al.
  —
• SePPO: Semi-Policy Preference Optimization for Diffusion Alignment (2024)
  Daoan Zhang et al.
  —
• OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision (2024)
  Cong Wei et al.
  —
• VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models (2024)
  Lei Li et al.
  —
• Contextualized Counterspeech: Strategies for Adaptation, Personalization, and Evaluation (2024)
  Lorenzo Cima et al.
  —