Daiting Shi
7 papers · 2022–2026 · 3 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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Taxonomy Completionist
(24)
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Core AI
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(2)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(3)
generative reward model
(2)
knowledge distillation
(2)
multi-task learning
(2)
reinforcement learning from human feedback
(2)
retrieval-augmented generation
(2)
information retrieval
(2)
preference modeling
(1)
ranking model
(1)
credit assignment
(1)
masked language modeling
(1)
human annotation
(1)
document annotation
(1)
chinese language processing
(1)
positional bia
(1)
text processing
(1)
label information
(1)
text correction
(1)
search system
(1)
reasoning exploration
(1)
Papers
ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training
ACL 2026
ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework
ACL 2026
Reinforced Efficient Reasoning via Semantically Diverse Exploration
ACL 2026
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction
EMNLP 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
EMNLP 2025
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle
NAACL 2024
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation
EMNLP 2022