Jie Lou
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Cross-Pollinator (13) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(5)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
ACL (4)
AAAI (1)
ICLR (1)
ICML (1)
NSDI (1)
Top co-authors
Research topics
Keywords
large language model
(3)
few-shot learning
(2)
preference learning
(1)
in-context learning
(1)
information extraction
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
weak supervision
(1)
semantic matching
(1)
formal verification
(1)
iterative refinement
(1)
model alignment
(1)
reward model
(1)
hallucination mitigation
(1)
on-policy learning
(1)
zero-shot transfer
(1)
pre-trained language model
(1)
reasoning ability
(1)
human preference
(1)
human annotation
(1)
Papers
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
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
RHINE: Robust and High-performance Internet Naming with E2E Authenticity
NSDI 2023
Learning In-context Learning for Named Entity Recognition
ACL 2023
Universal Information Extraction as Unified Semantic Matching
AAAI 2023