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20242026
most citedScaling Reinforcement Learning for Content Moderation with Large Language Models

1 citations · 3 across the 7 of their papers we have counts for

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cs.CL2025

Deep Literature Survey Automation with an Iterative Workflow

Hongbo Zhang, Han Cui, Yidong Wang +6

Automatic literature survey generation has attracted increasing attention, yet most existing systems follow a one-shot paradigm, where a large set of papers is retrieved at once an…

cs.CL2025★ 1 cited

Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values

Hongbo Zhang, Han Cui, Guangsheng Bao +3

We introduce Direct Value Optimization (DVO), an innovative reinforcement learning framework for enhancing large language models in complex reasoning tasks. Unlike traditional meth…