Yanbin Zhao
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Research topics
Deep Learning
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Architectures
(5)
Applications
(4)
Core AI
(4)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Generation
(2)
Understanding
(2)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
graph neural network
(3)
line graph
(2)
text classification
(2)
unsupervised learning
(2)
semantic parsing
(2)
zero-shot learning
(2)
attention mechanism
(1)
model analysis
(1)
self-supervised learning
(1)
paraphrase generation
(1)
graph attention network
(1)
text simplification
(1)
relational reasoning
(1)
message passing
(1)
abstract meaning representation
(1)
denoising autoencoder
(1)
short text matching
(1)
conditional probability
(1)
probability distribution
(1)
parallel corpus
(1)
Papers
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
ICLR 2025
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature
ICLR 2024
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
ACL 2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
NAACL 2021
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks
ACL 2020
Neural Graph Matching Networks for Chinese Short Text Matching
ACL 2020
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders
AAAI 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing
ACL 2020