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Dan Roth — most-cited papers & profile · Reinforcement Learning
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·
overview
Dan Roth
39
papers ·
119
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
2024 · 1 citations
Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable Rewards
2026
SAKE: Structured Agentic Knowledge Extrapolation for Complex LLM Reasoning via Reinforcement Learning
2025
Top co-authors
Bowen Jiang
· 1
Chenyang Li
· 1
Mingyu Derek Ma
· 1
Rongguang Wang
· 1
Wei Wang
· 1
Xingyu Li
· 1
Xin Zhang
· 1
Zheng Wang
· 1
Topics
Model-Based RL
RLHF & Alignment
cs.LG
cs.CL
Multi-Agent
Policy Gradient