Ruotian Ma

activity

20192025

most citedBERT-ATTACK: Adversarial Attack Against BERT Using BERT

67 citations · 78 across the 11 of their papers we have counts for

collaborators

Showing 2025Show all

2 papers · 1 filter

cs.CL2025

S $^{2}$ R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Ruotian Ma, Peisong Wang, Cheng Liu +6

Recent studies have demonstrated the effectiveness of LLM test-time scaling. However, existing approaches to incentivize LLMs' deep thinking abilities generally require large-scale…

cs.AI2025

Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models

Xin Zhou, Yiwen Guo, Ruotian Ma +3

Aligning Large Language Models (LLMs) with human preferences is crucial for their deployment in real-world applications. Recent advancements in Self-Rewarding Language Models sugge…

S2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models

S $^{2}$ R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning