Jiahan Ren
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
large language model
(3)
machine translation
(2)
reward mechanism
(2)
multi-agent debate
(1)
machine translation evaluation
(1)
process reward model
(1)
mqm criterion
(1)
fine-grained assessment
(1)
optical character recognition
(1)
multi-task reinforcement learning
(1)
text image machine translation
(1)
reinforcement learning
(1)
token-level supervision
(1)
reward modeling
(1)
monte carlo tree search
(1)
Papers
MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
ACL 2026
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
ACL 2025
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
EMNLP 2025
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
EMNLP 2025