Daniel Zeng
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Representation
(1)
Keywords
contrastive learning
(1)
imitation learning
(1)
decision making
(1)
logical reasoning
(1)
knowledge distillation
(1)
natural language inference
(1)
in-context learning
(1)
prompt engineering
(1)
inductive reasoning
(1)
semantic analysis
(1)
multi-label classification
(1)
semantic representation
(1)
graph representation
(1)
memory retrieval
(1)
knowledge graph
(1)
label correlation
(1)
abductive reasoning
(1)
knowledge integration
(1)
agent system
(1)
deductive reasoning
(1)
Papers
Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning
COLING 2025
LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement
EMNLP 2023
Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection
EMNLP 2023
PRODIGY: Enabling In-context Learning Over Graphs
NeurIPS 2023
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation
IJCAI 2022
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs
COLING 2020