Guangyue Peng
6 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (21)
π
Cross-Pollinator
(6)
β
Rising Star
(5)
β‘
Prolific Year
(5)
Conferences
ACL (5)
NAACL (1)
Top co-authors
Keywords
in-context learning
(2)
large language model
(2)
grammatical error correction
(2)
multilingual nlp
(2)
semiparametric model
(1)
language model
(1)
continual learning
(1)
code generation
(1)
few-shot learning
(1)
software engineering
(1)
text generation
(1)
k-nearest neighbor
(1)
hallucination detection
(1)
feed-forward network
(1)
attention head
(1)
benchmark evaluation
(1)
memory mechanism
(1)
retrieval augmentation
(1)
knowledge retrieval
(1)
representation learning
(1)
Papers
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations
ACL 2026
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
ACL 2025
Odysseus Navigates the Sirensβ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation
ACL 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
ACL 2025
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