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All Explained Papers · cs.CL

1640 papers in cs.CL. Page 7 of 82. ← Back to home

• arXiv:2510.14967 · cs.CL+2 · submitted 2025-10-16 · explained 2026-08-19
  Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents
  Guoqing Wang, Sunhao Dai, Guangze Ye, et al.
• arXiv:2507.17746 · cs.LG+2 · submitted 2025-07-23 · explained 2026-08-19
  Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
  Anisha Gunjal, Anthony Wang, Elaine Lau, et al.
• arXiv:2506.09344 · cs.AI+5 · submitted 2025-06-11 · explained 2026-08-19
  Ming-Omni: A Unified Multimodal Model for Perception and Generation
  Inclusion AI, Biao Gong, Cheng Zou, et al.
• arXiv:2506.08400 · cs.CL+3 · submitted 2025-06-10 · explained 2026-08-19
  Evaluating Large Language Models Across 100+ Languages: A Unified Benchmark for Speech and Text Tasks
  Luel Hagos Beyene, Vivek Verma, Min Ma, et al.
• arXiv:2505.23281 · cs.AI+1 · submitted 2025-05-29 · explained 2026-08-19
  MathArena: Evaluating LLMs on Uncontaminated Math Competitions
  Mislav Balunović, Jasper Dekoninck, Ivo Petrov, et al.
• arXiv:2504.11468 · cs.CL · submitted 2025-04-10 · explained 2026-08-19
  SFT or RL? An Early Investigation into Training R1-Like Large Vision-Language Models
  Hardy Chen, Haoqin Tu, Fali Wang, et al.
• arXiv:2504.07164 · cs.SE+2 · submitted 2025-04-09 · explained 2026-08-19
  Scaling Open-Weights Software Engineering Agents with Procedural Synthetic Data and Agentic Tests
  Naman Jain, Jaskirat Singh, Manish Shetty, et al.
• arXiv:2503.18666 · cs.AI+1 · submitted 2025-03-24 · explained 2026-08-19
  Customizable Runtime Enforcement for Safe and Reliable LLM Agents
  Haoyu Wang, Christopher M. Poskitt, Jun Sun
• arXiv:2503.07826 · cs.CL · submitted 2025-03-10 · explained 2026-08-19
  Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
  Fan Yin, Zifeng Wang, I-Hung Hsu, et al.
• arXiv:2502.14739 · cs.CL · submitted 2025-02-20 · explained 2026-08-19
  Scaling LLM Evaluation across 285 Graduate Disciplines
  P Team, Xinrun Du, Yifan Yao, et al.
• arXiv:2502.14127 · cs.CL · submitted 2025-02-19 · explained 2026-08-19
  Which of These Best Describes Multiple Choice Evaluation with LLMs?) Forced B) Flawed C) Fixable yellowD) All of the Above
  Nishant Balepur, Rachel Rudinger, Jordan Lee Boyd-Graber
• arXiv:2409.16636 · cs.CL+1 · submitted 2024-09-25 · explained 2026-08-19
  Training Language Models to Win Debates With Self-Play Improves Judge Accuracy
  Samuel Arnesen, David Rein, Julian Michael
• arXiv:2408.08921 · cs.AI+2 · submitted 2024-08-15 · explained 2026-08-19
  Graph Retrieval-Augmented Generation: A Survey
  Boci Peng, Yun Zhu, Yongchao Liu, et al.
• arXiv:2403.08715 · cs.CL · submitted 2024-03-13 · explained 2026-08-19
  Interactive Learning of Socially Intelligent Language Agents
  Ruiyi Wang, Haofei Yu, Wenxin Zhang, et al.
• arXiv:2403.03218 · cs.LG+3 · submitted 2024-03-05 · explained 2026-08-19
  The WMDP Benchmark: Measuring and Reducing Use With Unlearning
  Nathaniel Li, Alexander Pan, Anjali Gopal, et al.
• arXiv:2402.17944 · cs.CL · submitted 2024-02-27 · explained 2026-08-19
  Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey
  Xi Fang, Weijie Xu, Fiona Anting Tan, et al.
• arXiv:2402.08787 · cs.LG+1 · submitted 2024-02-13 · explained 2026-08-19
  RETHINKING MACHINE UNLEARNING FOR
  Sijia Liu, Yuanshun Yao, Jinghan Jia, et al.
• arXiv:2312.09390 · cs.CL · submitted 2023-12-14 · explained 2026-08-19
  Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
  Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, et al.
• arXiv:2310.08491 · cs.CL+1 · submitted 2023-10-12 · explained 2026-08-19
  0.1cm[width=0.500cm, height=0.637cm]figures/resources/fire_emoji.png~Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
  Seungone Kim, Jamin Shin, Yejin Cho, et al.
• arXiv:2305.17390 · cs.CL+4 · submitted 2023-05-27 · explained 2026-08-19
  SWIFT SAGE: A Generative Agent with
  Bill Yuchen Lin, Yicheng Fu, Karina Yang, et al.