Key papers

• OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment (2026)
  Ming Zhang et al.
  6.91
• Preserving Privacy, Increasing Accessibility, and Reducing Cost: An On-Device Artificial Intelligence Model for Medical Transcription and Note Generation (2025)
  Johnson Thomas et al.
  2.87
• DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems (2026)
  Maojun Sun et al.
  1.94
• WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents (2026)
  Yao Zhang et al.
  1.94
• Unified Personalized Reward Model for Vision Generation (2026)
  Yibin Wang et al.
  1.94
• BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning (2026)
  Tarjei Paule Hage et al.
  1.94
• VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents (2026)
  Udi Barzelay et al.
  1.94
• Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon (2026)
  Víctor Gallego
  1.94
• τ-Rec: A Verifiable Benchmark for Agentic Recommender Systems (2026)
  Bharath Sivaram Narasimhan et al.
  1.94
• Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence (2026)
  Xuanle Zhao et al.
  1.94
• Diversed Model Discovery via Structured Table Discovery (2026)
  Zhengyuan Dong et al.
  1.89
• MedConclusion: A Benchmark for Biomedical Conclusion Generation from Structured Abstracts (2026)
  Weiyue Li et al.
  1.83
• Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora (2026)
  Chenkai Pan et al.
  1.83
• MAIC-UI: Making Interactive Courseware with Generative UI (2026)
  Shangqing Tu et al.
  1.83
• Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows (2026)
  Chenxin Li et al.
  1.83
• CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation (2026)
  Haodong Li et al.
  1.78
• Qianfan-OCR: A Unified End-to-End Model for Document Intelligence (2026)
  Daxiang Dong et al.
  1.78
• Story2Proposal: A Scaffold for Structured Scientific Paper Writing (2026)
  Zhuoyang Qian et al.
  1.78
• IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models (2025)
  Jiayi Lei et al.
  1.28
• Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey (2025)
  Yaoting Wang et al.
  1.28
• LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (2025)
  Evgeny Markhasin
  1.28
• MMMR: Benchmarking Massive Multi-Modal Reasoning Tasks (2025)
  Guiyao Tie et al.
  1.28
• VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning (2025)
  Li Kang et al.
  1.28
• SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution (2025)
  Han Li et al.
  1.28
• Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering (2025)
  Bolei He et al.
  1.28
• Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training (2025)
  Yein Park et al.
  1.28
• Hybrid Architectures for Language Models: Systematic Analysis and Design Insights (2025)
  Sangmin Bae et al.
  1.28
• RAG-Anything: All-in-One RAG Framework (2025)
  Zirui Guo et al.
  1.28
• Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions (2025)
  Eyal Gutflaish et al.
  1.28
• Multi-hop Reasoning via Early Knowledge Alignment (2025)
  Yuxin Wang et al.
  1.28
• Mamba: Linear-Time Sequence Modeling with Selective State Spaces (2023)
  Albert Gu et al.
  —
• PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM (2024)
  Tao Yang et al.
  —
• ViPer: Visual Personalization of Generative Models via Individual Preference Learning (2024)
  Sogand Salehi et al.
  —
• Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study (2024)
  Zahra Sepasdar et al.
  —
• Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level (2024)
  Antoine Grosnit et al.
  —