📄 Paper Explainer

All Explained Papers

558 papers explained. Page 1 of 28. ← Back to home

• arXiv:2605.25233 · explained 2026-05-31
  Meta-Agent: From Task Descriptions to Verified Multi-Agent Systems
• arXiv:2605.28764 · explained 2026-05-29
  SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks
• arXiv:2412.14093 · explained 2026-05-26
  ALIGNMENT FAKING IN LARGE LANGUAGE MODELS
• arXiv:2605.12327 · cs.LG · submitted 2026-05-12 · explained 2026-05-20
  Grid Games: The Power of Multiple Grids for Quantizing Large Language Models
  Vage Egiazarian, Erik Schultheis, Andrei Panferov, et al.
• arXiv:2604.09793 · cs.CL+1 · submitted 2026-04-10 · explained 2026-05-20
  GIANTS: Generative Insight Anticipation from Scientific Literature
  Joy He-Yueya, Anikait Singh, Ge Gao, et al.
• arXiv:2603.29953 · cs.AI+1 · submitted 2026-03-31 · explained 2026-05-20
  PPS Paper 3
  Peng Gang
• arXiv:2603.28765 · cs.CL · submitted 2026-03-30 · explained 2026-05-20
  Adaptive Block-Scaled Data Types
  Jack Cook, Hyemin S. Lee, Kathryn Le, et al.
• arXiv:2603.25379 · cs.AI+1 · submitted 2026-03-26 · explained 2026-05-20
  PPS Paper 2
  Peng Gang
• arXiv:2603.18976 · cs.AI · submitted 2026-03-19 · explained 2026-05-20
  PPS Paper
  Peng Gang
• arXiv:2602.20170 · cs.CY+1 · submitted 2026-02-09 · explained 2026-05-20
  CAGE: A Framework for Culturally Adaptive Red-Teaming Benchmark Generation
  Chaeyun Kim, YongTaek Lim, Kihyun Kim, et al.
• arXiv:2601.19026 · cs.LG+2 · submitted 2026-01-26 · explained 2026-05-20
  Is Finer Better? The Limits of Microscaling Formats in Large Language Models
  Andrea Fasoli, Monodeep Kar, Chi-Chun Liu, et al.
• arXiv:2512.02010 · cs.CL+1 · submitted 2025-12-01 · explained 2026-05-20
  Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling
  Jack Cook, Junxian Guo, Guangxuan Xiao, et al.
• arXiv:2511.05187 · cs.LG+1 · submitted 2025-11-07 · explained 2026-05-20
  Linear Gradient Prediction with Control Variates
  Kamil Ciosek, Nicolò Felicioni, Juan Elenter Litwin
• arXiv:2510.15821 · cs.LG+2 · submitted 2025-10-17 · explained 2026-05-20
  AccentColor: From Univariate to Universal Forecasting
  Abdul Fatir Ansari, Oleksandr Shchur, Jaris Küken, et al.
• arXiv:2508.12733 · cs.CL+1 · submitted 2025-08-18 · explained 2026-05-20
  LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models
  Zhiyuan Ning, Tianle Gu, Jiaxin Song, et al.
• arXiv:2508.01710 · cs.CL+1 · submitted 2025-08-03 · explained 2026-05-20
  CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications
  Raviraj Joshi, Rakesh Paul, Kanishk Singla, et al.
• arXiv:2507.09820 · cs.SE+1 · submitted 2025-07-13 · explained 2026-05-20
  Measuring What Matters: A Framework for Evaluating Safety Risks in Real-World LLM Applications
  Jia Yi Goh, Shaun Khoo, Nyx Iskandar, et al.
• arXiv:2506.14922 · cs.CY+1 · submitted 2025-06-17 · explained 2026-05-20
  FORTRESS: Frontier Risk Evaluation for National Security and Public Safety
  Christina Q. Knight, Kaustubh Deshpande, Ved Sirdeshmukh, et al.
• arXiv:2505.20323 · cs.CL+2 · submitted 2025-05-23 · explained 2026-05-20
  PMOA-TTS: Introducing the PubMed Open Access Textual Times Series Corpus
  Shahriar Noroozizadeh, Sayantan Kumar, George H. Chen, et al.
• arXiv:2505.18541 · cs.AI · submitted 2025-05-24 · explained 2026-05-20
  RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval
  Yongjie Wang, Jonathan Leung, Zhiqi Shen