Xiaoyu Xing
5 papers · 2019–2021 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π₯ Mega-Team Β· Squad
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
representation learning
(1)
reinforcement learning
(1)
sequence labeling
(1)
natural language processing
(1)
model robustness
(1)
weakly supervised learning
(1)
named entity recognition
(1)
sentiment classification
(1)
adversarial training
(1)
class imbalance
(1)
sentiment prediction
(1)
adversarial attack
(1)
unbiased estimation
(1)
data sampling
(1)
robustness evaluation
(1)
positive-unlabeled learning
(1)
distant supervision
(1)
aspect-based sentiment analysis
(1)
context representation
(1)
out-of-vocabulary problem
(1)
Papers
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
ACL 2021
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis
EMNLP 2020
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
ACL 2019
Learning Task-Specific Representation for Novel Words in Sequence Labeling
IJCAI 2019
Trainable Undersampling for Class-Imbalance Learning
AAAI 2019