Key papers

• ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance (2025)
  Wissam Antoun et al.
  3.81
• VIBE: Visual Instruction Based Editor (2026)
  Grigorii Alekseenko et al.
  1.94
• MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods (2026)
  Honglin Lin et al.
  1.94
• Scaling Small Agents Through Strategy Auctions (2026)
  Lisa Alazraki et al.
  1.94
• Training Data Efficiency in Multimodal Process Reward Models (2026)
  Jinyuan Li et al.
  1.94
• ContextBench: A Benchmark for Context Retrieval in Coding Agents (2026)
  Han Li et al.
  1.94
• InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning (2026)
  Yuchen Yan et al.
  1.94
• On the Optimal Reasoning Length for RL-Trained Language Models (2026)
  Daisuke Nohara et al.
  1.94
• Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders (2026)
  Boqiang Zhang et al.
  1.94
• SeGPruner: Semantic-Geometric Visual Token Pruner for 3D Question Answering (2026)
  Wenli Li et al.
  1.94
• Learning to Retrieve from Agent Trajectories (2026)
  Yuqi Zhou et al.
  1.94
• LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models (2026)
  Songtao Wei et al.
  1.94
• Learning POMDP World Models from Observations with Language-Model Priors (2026)
  Valentin Six et al.
  1.94
• Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency (2026)
  Anis Radianis
  1.94
• Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR (2026)
  Utkarsh Tyagi et al.
  1.94
• DenoiseRL: Bootstrapping Reasoning Models to Recover from Noisy Prefixes (2026)
  Caijun Xu et al.
  1.94
• Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text (2026)
  Yutong Bian et al.
  1.94
• GD^2PO: Mitigating Multi-Reward Conflicts via Group-Dynamic reward-Decoupled Policy Optimization (2026)
  Haotian Liu et al.
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention (2026)
  Vishesh Tripathi et al.
  1.94
• Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models (2026)
  Dehai Min et al.
  1.89
• DynaMoE: Dynamic Token-Level Expert Activation with Layer-Wise Adaptive Capacity for Mixture-of-Experts Neural Networks (2026)
  Gökdeniz Gülmez
  1.78
• Data Science and Technology Towards AGI Part I: Tiered Data Management (2026)
  Yudong Wang et al.
  1.72
• Chain of Mindset: Reasoning with Adaptive Cognitive Modes (2026)
  Tianyi Jiang et al.
  1.72
• DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference (2026)
  Aditya Kumar Singh et al.
  1.72
• Reinforcement Learning via Self-Distillation (2026)
  Jonas Hübotter et al.
  1.67
• OVD: On-policy Verbal Distillation (2026)
  Jing Xiong et al.
  1.67
• Exploring the sustainable scaling of AI dilemma: A projective study of corporations' AI environmental impacts (2025)
  Clément Desroches et al.
  1.28
• Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking (2025)
  Chris Samarinas et al.
  1.28
• NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes (2025)
  Tianyang Xu et al.
  1.28
• Bielik 11B v2 Technical Report (2025)
  Krzysztof Ociepa et al.
  1.28
• When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning (2025)
  Xiaoyun Zhang et al.
  1.28
• ARM: Adaptive Reasoning Model (2025)
  Siye Wu et al.
  1.28
• LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning (2025)
  Zihang Liu et al.
  1.28
• Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning (2025)
  Yinjie Wang et al.
  1.28
• A Practical Two-Stage Recipe for Mathematical LLMs: Maximizing Accuracy with SFT and Efficiency with Reinforcement Learning (2025)
  Hiroshi Yoshihara et al.
  1.28
• Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning (2025)
  Vaishnavi Shrivastava et al.
  1.28
• FastFit: Accelerating Multi-Reference Virtual Try-On via Cacheable Diffusion Models (2025)
  Zheng Chong et al.
  1.28
• SAIL-VL2 Technical Report (2025)
  Weijie Yin et al.
  1.28
• Beyond Outliers: A Study of Optimizers Under Quantization (2025)
  Georgios Vlassis et al.
  1.28
• Hybrid Architectures for Language Models: Systematic Analysis and Design Insights (2025)
  Sangmin Bae et al.
  1.28
• GCPO: When Contrast Fails, Go Gold (2025)
  Hao Wu et al.
  1.28
• ReCode: Unify Plan and Action for Universal Granularity Control (2025)
  Zhaoyang Yu et al.
  1.28
• TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval (2025)
  Özay Ezerceli et al.
  1.28
• DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models (2025)
  DeepSeek-AI et al.
  1.28
• From FLOPs to Footprints: The Resource Cost of Artificial Intelligence (2025)
  Sophia Falk et al.
  1.28
• Beyond Token-level Supervision: Unlocking the Potential of Decoding-based Regression via Reinforcement Learning (2025)
  Ming Chen et al.
  1.28
• LongCat-Image Technical Report (2025)
  Meituan LongCat Team et al.
  1.28
• Towards a Science of Scaling Agent Systems (2025)
  Yubin Kim et al.
  1.28
• Rethinking Chain-of-Thought Reasoning for Videos (2025)
  Yiwu Zhong et al.
  1.28
• From Sparse to Soft Mixtures of Experts (2023)
  Joan Puigcerver et al.
  —
• A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation (2023)
  Eyal Segalis et al.
  —
• AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts (2024)
  Yifan Zhang et al.
  —
• Stylus: Automatic Adapter Selection for Diffusion Models (2024)
  Michael Luo et al.
  —
• Visual Haystacks: Answering Harder Questions About Sets of Images (2024)
  Tsung-Han Wu et al.
  —
• Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models (2024)
  Wei Chen et al.
  —
• Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System (2024)
  Weize Chen et al.
  —
• From CISC to RISC: language-model guided assembly transpilation (2024)
  Ahmed Heakl et al.
  —
• Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition (2024)
  Zhisheng Zhong et al.
  —