Papers

• Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision (2026)
  Xiaohan He et al.
  1.94
• Free Lunch for Pass@k? Low Cost Diverse Sampling for Diffusion Language Models (2026)
  Sean Lamont et al.
  1.94
• Dual-View Training for Instruction-Following Information Retrieval (2026)
  Qingcheng Zeng et al.
  1.94
• Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems (2026)
  Shaoyang Xu et al.
  1.94
• PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems (2026)
  Suraj Ranganath et al.
  1.94
• HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining (2026)
  Juncheng Ma et al.
  1.94
• YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment (2025)
  Amitava Das et al.
  1.28
• DRAGON: Distributional Rewards Optimize Diffusion Generative Models (2025)
  Yatong Bai et al.
  1.28
• OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation (2025)
  Jingjing Chang et al.
  1.28
• Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective (2025)
  Siwei Wang et al.
  1.28
• Epistemic Diversity and Knowledge Collapse in Large Language Models (2025)
  Dustin Wright 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
• video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models (2024)
  Guangzhi Sun et al.
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• MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation (2024)
  Sankalp Sinha et al.
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• Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models (2024)
  Alex Havrilla et al.
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