Zheye Deng
7 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (5)
ACL (2)
Top co-authors
Keywords
large language model
(3)
theory of mind
(2)
logical reasoning
(1)
text summarization
(1)
out-of-distribution generalization
(1)
knowledge graph
(1)
benchmark dataset
(1)
multilingual evaluation
(1)
human-ai collaboration
(1)
autonomous agent
(1)
positional encoding
(1)
entity embedding
(1)
commonsense reasoning
(1)
scientific discovery
(1)
information extraction
(1)
contextual integrity
(1)
text-to-table generation
(1)
mental state reasoning
(1)
noise detection
(1)
zero-shot learning
(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
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
EMNLP 2024
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
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection
EMNLP 2023