Key papers

• Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models (2026)
  Hyunjong Ok et al.
  1.94
• Enhancing Multi-Image Understanding through Delimiter Token Scaling (2026)
  Minyoung Lee et al.
  1.94
• Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyond LLMs (2026)
  Yu Liang et al.
  1.94
• Privileged Information Distillation for Language Models (2026)
  Emiliano Penaloza et al.
  1.94
• Efficient RLVR Training via Weighted Mutual Information Data Selection (2026)
  Xinyu Zhou et al.
  1.94
• RAGEN-2: Reasoning Collapse in Agentic RL (2026)
  Zihan Wang et al.
  1.94
• Crowded in B-Space: Calibrating Shared Directions for LoRA Merging (2026)
  Yixuan Tang et al.
  1.94
• Dual-View Training for Instruction-Following Information Retrieval (2026)
  Qingcheng Zeng et al.
  1.94
• DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data (2026)
  Venus Team et al.
  1.94
• Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents (2026)
  Seyed Moein Abtahi et al.
  1.94
• Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information (2026)
  Guobin Shen et al.
  1.94
• Nexus : An Agentic Framework for Time Series Forecasting (2026)
  Sarkar Snigdha Sarathi Das et al.
  1.94
• LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws (2026)
  Xu Ouyang et al.
  1.94
• Is Position Bias in Dense Retrievers Built In-or Learned from Data? (2026)
  Daegon Yu et al.
  1.94
• EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management (2026)
  Zherui Yang et al.
  1.94
• Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking (2026)
  Fan Zhang et al.
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• REPOT: Recoverable Program-of-Thought via Checkpoint Repair (2026)
  Parsa Mazaheri
  1.89
• Qianfan-OCR: A Unified End-to-End Model for Document Intelligence (2026)
  Daxiang Dong et al.
  1.78
• Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests (2026)
  Jingjie Ning et al.
  1.67
• A3: Android Agent Arena for Mobile GUI Agents (2025)
  Yuxiang Chai et al.
  1.28
• 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
• The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering (2025)
  Zhuowei Li et al.
  1.28
• V2V-LLM: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multi-Modal Large Language Models (2025)
  Hsu-kuang Chiu et al.
  1.28
• IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval (2025)
  Tingyu Song et al.
  1.28
• Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning (2025)
  Qinghao Ye et al.
  1.28
• DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models (2025)
  Sunghee Jung et al.
  1.28
• Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking (2025)
  Chris Samarinas et al.
  1.28
• R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training (2025)
  Albert Ge et al.
  1.28
• What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? (2025)
  Jinhong Ni 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
• MIRIAD: Augmenting LLMs with millions of medical query-response pairs (2025)
  Qinyue Zheng et al.
  1.28
• SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems (2025)
  Peiran Li et al.
  1.28
• Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models (2025)
  Tiezheng Zhang et al.
  1.28
• Inverse Scaling in Test-Time Compute (2025)
  Aryo Pradipta Gema et al.
  1.28
• X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again (2025)
  Zigang Geng et al.
  1.28
• Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs (2025)
  Richard Cornelius Suwandi et al.
  1.28
• Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning (2025)
  Yifei Chen et al.
  1.28
• MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments (2025)
  Darshan Deshpande et al.
  1.28
• GraphTracer: Graph-Guided Failure Tracing in LLM Agents for Robust Multi-Turn Deep Search (2025)
  Heng Zhang et al.
  1.28
• Document Understanding, Measurement, and Manipulation Using Category Theory (2025)
  Jared Claypoole et al.
  1.28
• Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection (2025)
  Kaixin Ding et al.
  1.28
• AudioPaLM: A Large Language Model That Can Speak and Listen (2023)
  Paul K. Rubenstein et al.
  —
• LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models (2023)
  Zecheng Tang et al.
  —
• Genie: Achieving Human Parity in Content-Grounded Datasets Generation (2024)
  Asaf Yehudai et al.
  —
• Backtracing: Retrieving the Cause of the Query (2024)
  Rose E. Wang et al.
  —
• OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation (2024)
  Kepan Nan et al.
  —
• HEMM: Holistic Evaluation of Multimodal Foundation Models (2024)
  Paul Pu Liang et al.
  —
• Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent (2024)
  Shanbo Cheng et al.
  —
• Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study (2024)
  Zahra Sepasdar et al.
  —
• BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation (2024)
  Bryan Li et al.
  —
• Differential Transformer (2024)
  Tianzhu Ye et al.
  —
• SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE (2024)
  Yongwei Chen et al.
  —