Fangli Xu
8 papers · 2018–2022 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Natural Language Processing
(6)
Deep Learning
(5)
Machine Learning
(5)
Applications · Natural Language Processing
(4)
Core Methods
(3)
Architectures
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
graph neural network
(2)
text classification
(2)
semi-supervised learning
(1)
curriculum learning
(1)
data augmentation
(1)
question answering
(1)
information retrieval
(1)
knowledge graph
(1)
text summarization
(1)
machine reading comprehension
(1)
time series classification
(1)
learning to rank
(1)
dynamic time warping
(1)
training data selection
(1)
training efficiency
(1)
semantic parsing
(1)
random feature
(1)
data selection
(1)
document embedding
(1)
contrastive learning
(1)
Papers
Feeding What You Need by Understanding What You Learned
ACL 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph
AACL 2022
Constructing contrastive samples via summarization for text classification with limited annotations
EMNLP 2021
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem
EMNLP 2020
Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description
IJCAI 2020
RDF-to-Text Generation with Graph-augmented Structural Neural Encoders
IJCAI 2020
Random Warping Series: A Random Features Method for Time-Series Embedding
AISTATS 2018
Word Mover’s Embedding: From Word2Vec to Document Embedding
EMNLP 2018