Chunchuan Lyu
4 papers · 2018–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(13)
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Research topics
Deep Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Representation
(1)
Keywords
argument labeling
(2)
semantic role labeling
(2)
iterative refinement
(2)
amr parsing
(2)
variational autoencoder
(2)
latent variable
(1)
long short-term memory
(1)
differentiable optimization
(1)
graph alignment
(1)
meaning representation
(1)
neural parser
(1)
capsule network
(1)
variational autoencoding
(1)
graph segmentation
(1)
graph parsing
(1)
proposition extraction
(1)
factorized model
(1)
refinement network
(1)
multi-layer lstm
(1)
latent alignment
(1)
Papers
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing
EMNLP 2021
Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks
EMNLP 2019
Semantic Role Labeling with Iterative Structure Refinement
EMNLP 2019
AMR Parsing as Graph Prediction with Latent Alignment
ACL 2018