Key papers

• SPARQL-LLM: Real-Time SPARQL Query Generation from Natural Language Questions (2025)
  Panayiotis Smeros et al.
  4.80
• LC-SEPLM: long-range contact-supervised adaptation for sequence-only protein representation learning (2026)
  Chen Wang et al.
  4.39
• Retrieval-Augmented Framework for LLM-Based Clinical Decision Support (2025)
  Leon Garza et al.
  3.10
• The Easy Trap: Why LLMs Underestimate Misconception-Driven Difficulty (2026)
  Amanda La Hadi et al.
  2.00
• ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models (2026)
  Ruxi Gu et al.
  2.00
• Scientific Knowledge Discovery in the Age of Large Language Models (2026)
  Eleni Adamidi et al.
  2.00
• PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction (2026)
  Zhuoqun Li et al.
  2.00
• LLM Program Optimization via Retrieval Augmented Search (2026)
  Sagnik Anupam et al.
  1.94
• RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets (2026)
  Peter Pak et al.
  1.94
• AI translation of literary texts is "fine", but readers still prefer human translations (2026)
  Yves Ferstler et al.
  1.94
• When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search (2026)
  Yiling Tao et al.
  1.94
• Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning (2026)
  Hohin Kwan et al.
  1.94
• Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks (2026)
  Young-Jun Lee et al.
  1.94
• The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning (2026)
  Jing Liang et al.
  1.94
• Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature (2026)
  Subham Ghosh et al.
  1.94
• DuoMem: Towards Capable On-Device Memory Agents via Dual-Space Distillation (2026)
  Peyman Hosseini et al.
  1.94
• MuseBench: Benchmarking Intent-Level Audiovisual Arts Understanding in MLLMs (2026)
  Yuxuan Fan et al.
  1.94
• Little Brains, Big Feats: Exploring Compact Language Models (2026)
  Dari Baturova et al.
  1.94
• DOPD: Dual On-policy Distillation (2026)
  Xinlei Yu et al.
  1.94
• Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning (2026)
  Junha Jung et al.
  1.94
• When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors (2026)
  Yuqing Yang et al.
  1.94
• RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules (2026)
  Ádám Kovács et al.
  1.94
• AgenticDataBench: A Comprehensive Benchmark for Data Agents (2026)
  Zhaoyan Sun et al.
  1.94
• Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning (2026)
  Wenzheng Zeng et al.
  1.94
• Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling (2026)
  Xiang Hu et al.
  1.94
• Attending to Multimodal Generation One Token at a Time (2026)
  Varun Gupta et al.
  1.94
• LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL (2026)
  Yujin Kim et al.
  1.94
• dOPSD: On-Policy Self-Distillation for Diffusion Language Models (2026)
  Phuong Tuan Dat et al.
  1.94
• Teaching LLMs a Low-Resource Language: Enhancing Code Completion in Pharo (2026)
  Kilian Kier et al.
  1.94
• Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning (2026)
  Zhenyu Hou et al.
  1.94
• UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks (2026)
  Zhekai Chen et al.
  1.94
• Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making (2026)
  Amirhosein Ghasemabadi et al.
  1.94
• DataPrep-Bench: Benchmarking LLMs as Training Data Preparators (2026)
  Hao Liang et al.
  1.94
• Leveraging External Knowledge for Historical Document Restoration via Retrieval-Augmented Large Language Models (2026)
  Gabeen Kim et al.
  1.94
• Codifying the Judge: Scalable Evaluation via Program Distillation (2026)
  Tzu-Heng Huang et al.
  1.94
• From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search (2026)
  Junlin Liu et al.
  1.94
• Facial-Expression-Aware Prompting for Empathetic LLM Tutoring (2026)
  Shuangquan Feng et al.
  1.83
• DialectLLM: A Dialect-Aware Dialog[ue] Generation Framework Beyond Standard American English (2026)
  Jio Oh et al.
  1.67
• Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence (2024)
  Silvan Ferreira et al.
  —
• Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway (2024)
  Hamed Babaei Giglou et al.
  —
• MEDIC: Comprehensive Evaluation of Leading Indicators for LLM Safety and Utility in Clinical Applications (2024)
  Praveenkumar Kanithi et al.
  —