Binghai Wang
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Application Areas
(1)
Models
(1)
Resources & Methods
(1)
Keywords
reward model
(3)
reinforcement learning from human feedback
(2)
reward modeling
(2)
language model alignment
(2)
preference modeling
(1)
pairwise comparison
(1)
data quality
(1)
best-of-n sampling
(1)
preference data
(1)
llm alignment
(1)
human preference data
(1)
deceptive alignment
(1)
outcome accuracy
(1)
contrastive learning
(1)
rationale consistency
(1)
reinforcement learning
(1)
benchmark evaluation
(1)
preference alignment
(1)
Papers
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
ACL 2026
RMB: Comprehensively benchmarking reward models in LLM alignment
ICLR 2025
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
EMNLP 2024
Reward Modeling Requires Automatic Adjustment Based on Data Quality
EMNLP 2024