Liangxin Liu
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
generative reward model
(2)
reinforcement learning from human feedback
(2)
instruction tuning
(2)
large language model
(2)
data selection
(1)
uncertainty estimation
(1)
consistency learning
(1)
positional bia
(1)
curriculum consistency learning
(1)
conditional sentence generation
(1)
curriculum learning
(1)
consistency-aware reward
(1)
machine translation
(1)
preference alignment
(1)
preference modeling
(1)
Papers
ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework
ACL 2026
ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training
ACL 2026
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
NIPS 2024
Curriculum Consistency Learning for Conditional Sentence Generation
EMNLP 2024