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All Explained Papers · cs.CL

1640 papers in cs.CL. Page 1 of 82. ← Back to home

• arXiv:2607.08780 · cs.LG+2 · submitted 2026-06-12 · explained 2026-08-20
  Sticky Routing: Training MoE Models for Memory-Efficient Inference
  Ali Kayyam
• arXiv:2606.17682 · cs.CL · submitted 2026-06-16 · explained 2026-08-20
  From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning
  Chao Chen, Chengzu Li, Zhiwei Li, et al.
• arXiv:2605.19633 · cs.CL+4 · submitted 2026-05-19 · explained 2026-08-20
  optimize_anything: A Universal API for any Text Parameter
  Lakshya A Agrawal, Donghyun Lee, Shangyin Tan, et al.
• arXiv:2605.07209 · cs.CL+2 · submitted 2026-05-08 · explained 2026-08-20
  Hallucination Detection via Activations of Open-Weight Proxy Analyzers
  Akshita Singh, Prabesh Paudel, Siddhartha Roy
• arXiv:2604.15400 · cs.LG+2 · submitted 2026-04-16 · explained 2026-08-20
  Hallucination as Trajectory Commitment: Evidence for Asymmetric Attractor Dynamics Transformer Generation
  G. Aytug Akarlar
• arXiv:2603.28304 · cs.CL · submitted 2026-03-30 · explained 2026-08-20
  The Necessity of Setting Temperature in LLM-as-a-Judge
  Lujun Li, Lama Sleem, Yangjie Xu, et al.
• arXiv:2603.18161 · cs.CL+1 · submitted 2026-03-18 · explained 2026-08-20
  How LLMs Distort Our Written Language
  Marwa Abdulhai, Isadora White, Yanming Wan, et al.
• arXiv:2603.06114 · cs.CL+1 · submitted 2026-03-06 · explained 2026-08-20
  Making Implicit Premises Explicit in Logical Understanding of Enthymemes
  Xuyao Feng, Anthony Hunter
• arXiv:2602.11081 · cs.CL+2 · submitted 2026-02-11 · explained 2026-08-20
  SteuerLLM: Local specialized large language
  Sebastian Wind, Jeta Sopa, Laurin Schmid, et al.
• arXiv:2511.11562 · cs.CL+1 · submitted 2025-11-14 · explained 2026-08-20
  PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning
  Afra Feyza Akyürek, Advait Gosai, Chen Bo Calvin Zhang, et al.
• arXiv:2511.11334 · cs.CL · submitted 2025-11-14 · explained 2026-08-20
  LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models
  Jian Gao, Richeng Xuan, Zhaolu Kang, et al.
• arXiv:2510.23941 · cs.CL+1 · submitted 2025-10-27 · explained 2026-08-20
  Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs
  Soham Satyadharma, Fatemeh Sheikholeslami, Swati Kaul, et al.
• arXiv:2510.06499 · cs.CL+1 · submitted 2025-10-07 · explained 2026-08-20
  Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels
  Zhepeng Cen, Haolin Chen, Shiyu Wang, et al.
• arXiv:2510.00931 · cs.CL · submitted 2025-10-01 · explained 2026-08-20
  Making, not Taking, the Best of N
  Ammar Khairi, Daniel D'souza, Marzieh Fadaee, et al.
• arXiv:2509.24086 · cs.AI+1 · submitted 2025-09-28 · explained 2026-08-20
  Do Repetitions Matter? Strengthening Reliability in LLM Evaluations Citation: Authors. Title. Pages.... DOI:000000/11111.
  Miguel Angel Alvarado Gonzalez, Michelle Bruno Hernandez, Miguel Angel Peñaloza Perez, et al.
• arXiv:2509.03162 · cs.CL · submitted 2025-09-03 · explained 2026-08-20
  SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala
  Ashmari Pramodya, Nirasha Nelki, Heshan Shalinda, et al.
• arXiv:2507.15512 · cs.CL · submitted 2025-07-21 · explained 2026-08-20
  Step-level Verifier-guided Hybrid Test-Time Scaling Large Language Models
  Kaiyan Chang, Yonghao Shi, Chenglong Wang, et al.
• arXiv:2507.04590 · cs.CV+1 · submitted 2025-07-07 · explained 2026-08-20
  VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
  Rui Meng, Ziyan Jiang, Ye Liu, et al.
• arXiv:2507.01352 · cs.CL+2 · submitted 2025-07-02 · explained 2026-08-20
  Skywork-Reward-V2: Scaling Preference Data via Human-AI Synergy
  Chris Yuhao Liu, Liang Zeng, Yuzhen Xiao, et al.
• arXiv:2506.17748 · cs.CL+1 · submitted 2025-06-21 · explained 2026-08-20
  ~and Seek: Detecting Hallucinations in Language Models via Decoupled Representations
  Anwoy Chatterjee, Yash Goel, Tanmoy Chakraborty