Zhengyan Shi
7 papers · 2024–2025 · 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird ❓ The Questioner
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Generation
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Applications
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Models
(1)
Keywords
large language model
(3)
text generation
(2)
question answering
(2)
natural language processing
(1)
knowledge distillation
(1)
temporal reasoning
(1)
optimal transport
(1)
prompt engineering
(1)
language model
(1)
supervised learning
(1)
sample complexity
(1)
summarization evaluation
(1)
confidence calibration
(1)
instruction tuning
(1)
tree search
(1)
knowledge graph
(1)
reward hacking
(1)
loss function
(1)
uncertainty quantification
(1)
transfer learning
(1)
Papers
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
NAACL 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree
ACL 2025
SelKD: Selective Knowledge Distillation via Optimal Transport Perspective
ICLR 2025
When Can Proxies Improve the Sample Complexity of Preference Learning?
ICML 2025
Instruction Tuning With Loss Over Instructions
NeurIPS 2024
SummEQuAL: Summarization Evaluation via Question Answering using Large Language Models
ACL 2024