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All Explained Papers · cs.LG

1727 papers in cs.LG. Page 1 of 87. ← 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:2606.17062 · q-bio.QM+1 · submitted 2026-06-03 · explained 2026-08-20
  RadSEM: A Finding-by-Finding Metric for Clinical Consistency in Radiology Reports
  Zhenhong Yang, Zhuoyun Liu, Jintao Fei, 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:2604.15297 · cs.LG · submitted 2026-04-16 · explained 2026-08-20
  Benchmarking Optimizers for MLPs in Tabular Deep Learning
  Yury Gorishniy, Ivan Rubachev, Dmitrii Feoktistov, et al.
• arXiv:2603.15377 · cs.LG+1 · submitted 2026-03-16 · explained 2026-08-20
  More Test-Time Compute Can Hurt: Overestimation Bias in LLM Beam Search
  Gal Dalal, Assaf Hallak, Gal Chechik, et al.
• arXiv:2602.21320 · cs.LG · submitted 2026-02-24 · explained 2026-08-20
  Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data
  Emre Can Acikgoz, Cheng Qian, Jonas Hübotter, et al.
• 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:2601.19037 · cs.LG+2 · submitted 2026-01-26 · explained 2026-08-20
  XIMP: Cross Graph Inter-Message Passing for Molecular Property Prediction
  Anatol Ehrlich, Lorenz Kummer, Vojtech Voracek, et al.
• arXiv:2511.00405 · cs.LG+1 · submitted 2025-11-01 · explained 2026-08-20
  UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
  Zhibin Lan, Liqiang Niu, Fandong Meng, et al.
• arXiv:2510.27072 · cs.LG · submitted 2025-10-31 · explained 2026-08-20
  Towards Understanding -play for LLM Reasoning
  Justin Yang Chae, Md Tanvirul Alam, Nidhi Rastogi
• arXiv:2510.05014 · cs.AI+1 · submitted 2025-10-06 · explained 2026-08-20
  Think Then Embed: Generative Context Improves Multimodal Embedding
  Xuanming Cui, Jianpeng Cheng, Hong-you Chen, et al.
• arXiv:2508.18124 · cs.LG+1 · submitted 2025-08-25 · explained 2026-08-20
  CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
  Weida Wang, Dongchen Huang, Jiatong Li, 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:2506.15792 · cs.LG+1 · submitted 2025-06-18 · explained 2026-08-20
  Deep Learning Foundation Models from Classical Molecular Descriptors
  Jackson W. Burns, Akshat Shirish Zalte, Charlles R. A. Abreu, et al.
• arXiv:2505.24622 · cs.AI+1 · submitted 2025-05-30 · explained 2026-08-20
  Random Rule Forest (RRF): Interpretable and Manageable Ensembles of LLM-Generated Questions for Predicting Success from Unstructured Data
  Ben Griffin, Aaron Ontoyin Yin, Diego Vidaurre, et al.
• arXiv:2505.16056 · cs.LG+1 · submitted 2025-05-21 · explained 2026-08-20
  Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models
  Jingcong Liang, Siyuan Wang, Miren Tian, et al.
• arXiv:2505.12864 · cs.CL+2 · submitted 2025-05-19 · explained 2026-08-20
  LEXam: Benchmarking Legal Reasoning on 340 Law Exams
  Yu Fan, Jingwei Ni, Jakob Merane, et al.
• arXiv:2504.19162 · cs.CL+2 · submitted 2025-04-27 · explained 2026-08-20
  SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
  Jiaqi Chen, Bang Zhang, Ruotian Ma, et al.