Lei Zou
12 papers · 2012–2026 · 6 venues · across top CS/AI venues
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Achievements
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The Questioner
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Research topics
Artificial Intelligence
(9)
Natural Language Processing
(7)
Core AI
(7)
Machine Learning
(6)
Applications
(6)
Knowledge & Reasoning
(4)
Learning Types
(4)
Representation
(4)
Core Methods
(3)
Deep Learning
(2)
Generation
(2)
Resources & Methods
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
question answering
(3)
knowledge base
(3)
knowledge graph construction
(2)
semantic parsing
(2)
knowledge graph
(2)
in-context learning
(1)
data augmentation
(1)
multi-task learning
(1)
natural language generation
(1)
probabilistic inference
(1)
named entity recognition
(1)
text generation
(1)
information extraction
(1)
text annotation
(1)
sequence tagging
(1)
attribute extraction
(1)
relation extraction
(1)
weisfeiler-lehman test
(1)
error propagation
(1)
few-shot learning
(1)
Papers
Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory
ACL 2026
MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient
IJCAI 2025
Rethinking and Extending the Probabilistic Inference Capacity of GNNs
ICLR 2024
A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction
ACL 2023
AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction
ACL 2023
LLMaAA: Making Large Language Models as Active Annotators
EMNLP 2023
Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base
NAACL 2022
NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering
NAACL 2021
The Value of Paraphrase for Knowledge Base Predicates
AAAI 2020
A State-transition Framework to Answer Complex Questions over Knowledge Base
EMNLP 2018
Explore Person Specific Evidence in Web Person Name Disambiguation
EMNLP 2012
Towards Automatic Construction of Knowledge Bases from Chinese Online Resources
ACL 2012