Dieu-Thu Le
7 papers · 2012–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(4)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Deep Learning
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
natural language understanding
(3)
intent classification
(2)
text classification
(2)
text generation
(1)
readability assessment
(1)
semantic search
(1)
adversarial training
(1)
spoken language understanding
(1)
text difficulty
(1)
product recognition
(1)
importance weighting
(1)
distribution shift
(1)
word embedding
(1)
siamese network
(1)
sampling bia
(1)
word frequency
(1)
data reweighting
(1)
seq2seq model
(1)
voice assistant
(1)
product classification
(1)
Papers
Reducing cohort bias in natural language understanding systems with targeted self-training scheme
ACL 2023
Semi-supervised Adversarial Text Generation based on Seq2Seq models
EMNLP 2022
Unsupervised training data re-weighting for natural language understanding with local distribution approximation
EMNLP 2022
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping
ACL 2021
Joint learning of frequency and word embeddings for multilingual readability assessment
ACL 2018
Exploiting Language Models for Visual Recognition
EMNLP 2013
Query classification using topic models and support vector machine
ACL 2012