Sean Xie
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
prototypical network
(2)
embedding learning
(1)
bias detection
(1)
case-based reasoning
(1)
language model
(1)
debiasing method
(1)
downstream task
(1)
healthcare application
(1)
pre-trained language model
(1)
faithful explanation
(1)
axiomatic approach
(1)
white-box model
(1)
interpretable embedding
(1)
large language model
(1)
social bias mitigation
(1)
attention explanation
(1)
transfer learning
(1)
interpretability criterion
(1)
Papers
Bridging the Faithfulness Gap in Prototypical Models
NAACL 2025
Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models
NAACL 2024
IvRA: A Framework to Enhance Attention-Based Explanations for Language Models with Interpretability-Driven Training
EMNLP 2024
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models
EMNLP 2023