Guangyue Peng
6 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
⭐
Rising Star
(6)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(4)
Deep Learning
(3)
Machine Learning
(3)
Resources & Methods
(3)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Types
(2)
Models
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Keywords
in-context learning
(2)
large language model
(2)
grammatical error correction
(2)
multilingual nlp
(2)
k-nearest neighbor
(1)
feed-forward network
(1)
continual learning
(1)
code generation
(1)
few-shot learning
(1)
software engineering
(1)
text generation
(1)
language model
(1)
memory mechanism
(1)
attention head
(1)
hallucination detection
(1)
benchmark evaluation
(1)
retrieval augmentation
(1)
semi-parametric model
(1)
knowledge retrieval
(1)
representation learning
(1)
Papers
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations
ACL 2026
Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction
ACL 2025
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction
NAACL 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
ACL 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
ACL 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation
ACL 2025