Aili Shen
8 papers · 2019–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
β‘
Prolific Year
(6)
β
The Questioner
Conferences
EMNLP (3)
AACL (2)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
debiasing method
(4)
bias mitigation
(3)
predictive fairness
(2)
adversarial training
(2)
text classification
(2)
class imbalance
(2)
model training
(2)
multimodal learning
(1)
bias detection
(1)
bert model
(1)
gaussian process
(1)
multi-class classification
(1)
fairness metric
(1)
language model
(1)
group fairness
(1)
dataset distillation
(1)
uncertainty estimation
(1)
pre-trained language model
(1)
sensitive attribute
(1)
random forest
(1)
Papers
Optimising Equal Opportunity Fairness in Model Training
NAACL 2022
Does Representational Fairness Imply Empirical Fairness?
AACL 2022
Systematic Evaluation of Predictive Fairness
IJCNLP 2022
Systematic Evaluation of Predictive Fairness
AACL 2022
FairLib: A Unified Framework for Assessing and Improving Fairness
EMNLP 2022
Towards Fair Dataset Distillation for Text Classification
EMNLP 2022
On the (In)Effectiveness of Images for Text Classification
EACL 2021
Modelling Uncertainty in Collaborative Document Quality Assessment
EMNLP 2019