Jie Lou
8 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (25) 🗃️ Keyword Collector (50) 📈 Trend Setter
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The Questioner
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(5)
Natural Language Processing
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Learning Paradigms
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications
(1)
Generation
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
reward model
(2)
few-shot learning
(2)
in-context learning
(1)
semantic matching
(1)
information extraction
(1)
preference learning
(1)
model evaluation
(1)
named entity recognition
(1)
weak supervision
(1)
generalization
(1)
formal verification
(1)
iterative refinement
(1)
model alignment
(1)
chain-of-thought reasoning
(1)
policy optimization
(1)
hallucination mitigation
(1)
on-policy learning
(1)
zero-shot transfer
(1)
zero-shot learning
(1)
Papers
Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
ACL 2025
Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic
ACL 2025
On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation
ACL 2025
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
ICLR 2025
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
ICML 2025
Learning In-context Learning for Named Entity Recognition
ACL 2023
RHINE: Robust and High-performance Internet Naming with E2E Authenticity
NSDI 2023
Universal Information Extraction as Unified Semantic Matching
AAAI 2023