Zheye Deng
7 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(26)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(3)
Natural Language Processing
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Architectures
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Cognitive Science
(1)
Generation
(1)
Keywords
large language model
(3)
theory of mind
(2)
logical reasoning
(1)
information extraction
(1)
text summarization
(1)
out-of-distribution generalization
(1)
knowledge graph
(1)
entity embedding
(1)
benchmark dataset
(1)
human-ai collaboration
(1)
autonomous agent
(1)
positional encoding
(1)
commonsense reasoning
(1)
scientific discovery
(1)
multilingual evaluation
(1)
contextual integrity
(1)
text-to-table generation
(1)
mental state reasoning
(1)
noise detection
(1)
graph neural network
(1)
Papers
XToM: Exploring the Multilingual Theory of Mind for Large Language Models
ACL 2026
Enhancing Transformers for Generalizable First-Order Logical Entailment
ACL 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
EMNLP 2025
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
EMNLP 2024
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
EMNLP 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
EMNLP 2024
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection
EMNLP 2023