Zhengyan Shi
7 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (25) π Cross-Pollinator (13) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(5)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
ACL (3)
ICLR (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
text generation
(2)
question answering
(2)
temporal reasoning
(1)
prompt engineering
(1)
supervised learning
(1)
summarization evaluation
(1)
confidence calibration
(1)
instruction tuning
(1)
knowledge graph
(1)
tree search
(1)
loss function
(1)
language model
(1)
pearson correlation
(1)
overfitting reduction
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
multi-hop reasoning
(1)
residual connection
(1)
uncertainty calibration
(1)
Papers
RiOT: Efficient Prompt Refinement with Residual Optimization Tree
ACL 2025
When Can Proxies Improve the Sample Complexity of Preference Learning?
ICML 2025
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
NAACL 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025
SelKD: Selective Knowledge Distillation via Optimal Transport Perspective
ICLR 2025
SummEQuAL: Summarization Evaluation via Question Answering using Large Language Models
ACL 2024
Instruction Tuning With Loss Over Instructions
NIPS 2024