analytical reasoning 1multi-image reasoning 1reinforcement learning 1synthetic data 1vision-language models 1
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cs.CL2025
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
Zifan Xu, Haozhu Wang, Dmitriy Bespalov +3
Chain-of-thought (CoT) prompting is a popular in-context learning (ICL) approach for large language models (LLMs), especially when tackling complex reasoning tasks. Traditional ICL…
cs.CL2024
Towards Building a Robust Toxicity Predictor
Dmitriy Bespalov, Sourav Bhabesh, Yi Xiang +2
Recent NLP literature pays little attention to the robustness of toxicity language predictors, while these systems are most likely to be used in adversarial contexts. This paper pr…