Kathleen Fraser
9 papers · 2022–2024 · 5 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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The Questioner
(2)
Top co-authors
Research topics
Keywords
bias detection
(4)
sentiment analysis
(2)
large language model
(2)
text classification
(2)
content moderation
(1)
text mining
(1)
domain generalization
(1)
text generation
(1)
natural language processing
(1)
multimodal learning
(1)
abusive language detection
(1)
model interpretability
(1)
summarization evaluation
(1)
feature attribution
(1)
out-of-distribution generalization
(1)
social media analysis
(1)
bias mitigation
(1)
vision-language model
(1)
model explanation
(1)
concept-based explanation
(1)
Papers
Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel Images
EACL 2024
How Does Stereotype Content Differ across Data Sources?
NAACL 2024
The Crime of Being Poor: Associations between Crime and Poverty on Social Media in Eight Countries
NAACL 2024
Reference-Free Summarization Evaluation with Large Language Models
AACL 2023
What Makes a Good Counter-Stereotype? Evaluating Strategies for Automated Responses to Stereotypical Text
ACL 2023
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
NAACL 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors
ACL 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection
NAACL 2022
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information
EMNLP 2022