一作ICLR 2026Poster· Deep Learning / Everything Else
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding
Wenkai Yang · Weijie Liu · Ruobing Xie · Yiju Guo · Lulu Wu · Saiyong Yang · Yankai Lin
强化学习与后训练OpenReview
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Wenkai Yang · Weijie Liu · Ruobing Xie · Yiju Guo · Lulu Wu · Saiyong Yang · Yankai Lin
Guirong Chen · Shuqi Ye · Wenkai Yang · Shiqi Shen · Guangyao Shen · Yankai Lin
The evolution paradigm of Large Language Models (LLMs) is shifting from scaling training compute to scaling inference-time compute. While Reinforcement Learning with Verifiable Rewards (RLVR) has become a key engine for this transition, standard approaches often fail to equip models with the auto...
Shengda Fan · Xuyan Ye · Yupeng Huo · Zhi-Yuan Chen · Yiju Guo · Shenzhi Yang · Wenkai Yang · Shuqi Ye · Jingwen Chen · Haotian Chen · Xin Cong · Yankai Lin