Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning

23 July 2025

Papers citing "Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning"

5 / 5 papers shown

Title
BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning Qianli Shen Daoyuan Chen Yilun Huang Zhenqing Ling Yaliang Li Bolin Ding Jingren Zhou OffRL 156 0 0 30 Oct 2025
ECG-LLM-- training and evaluation of domain-specific large language models for electrocardiography Lara Ahrens Wilhelm Haverkamp Nils Strodthoff 114 0 0 21 Oct 2025
Reinforcement Learning for Tool-Integrated Interleaved Thinking towards Cross-Domain Generalization Zhengyu Chen Jinluan Yang Teng Xiao Ruochen Zhou L. Zhang Xiangyu Xi X. Shi Wei Wang Jinggang Wang LRM 100 1 0 13 Oct 2025
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning Zelin Tan Hejia Geng M. Zhang Xiaohang Yu Guancheng Wan ... G. Zhang Chen Zhang Z. Yin Wenlong Zhang Lei Bai OffRL LRM 422 2 1 29 Sep 2025
G1: Teaching LLMs to Reason on Graphs with Reinforcement Learning Xiaojun Guo Ang Li Yifei Wang Stefanie Jegelka Yisen Wang OffRL ReLM LRM 426 4 0 24 May 2025