Changzhi Zhou
9 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
Top co-authors
Research topics
Natural Language Processing
(9)
Applications · Natural Language Processing
(7)
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(7)
knowledge base question answering
(2)
semantic parsing
(2)
code generation
(2)
few-shot learning
(2)
multi-hop reasoning
(2)
task decomposition
(1)
semantic analysis
(1)
question answering
(1)
instruction tuning
(1)
layer-wise analysis
(1)
knowledge graph
(1)
data synthesis
(1)
retrieval-augmented generation
(1)
graph structure
(1)
test generation
(1)
machine reading comprehension
(1)
linear probing
(1)
hallucination detection
(1)
event argument extraction
(1)
Papers
ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models
AAAI 2026
CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering
EMNLP 2025
Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis
IJCAI 2025
Revisit Self-Debugging with Self-Generated Tests for Code Generation
ACL 2025
SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs
EMNLP 2025
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval
EMNLP 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering
EMNLP 2024
Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction
NAACL 2024
A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction
COLING 2022