Kathleen Fraser
10 papers · 2022–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(20)
💎
Century Club
(10)
❓
The Questioner
(2)
Conferences
NAACL (4)
ACL (2)
AACL (1)
EACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
bias detection
(4)
large language model
(3)
sentiment analysis
(2)
text classification
(2)
reference-free evaluation
(2)
latent dimension
(2)
text summarization
(1)
natural language processing
(1)
concept-based explanation
(1)
text generation
(1)
multimodal learning
(1)
content moderation
(1)
bias mitigation
(1)
abusive language detection
(1)
out-of-distribution generalization
(1)
social media analysis
(1)
feature attribution
(1)
model interpretability
(1)
summarization evaluation
(1)
text mining
(1)
Papers
Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel Images
EACL 2024
The Crime of Being Poor: Associations between Crime and Poverty on Social Media in Eight Countries
NAACL 2024
How Does Stereotype Content Differ across Data Sources?
NAACL 2024
Reference-Free Summarization Evaluation with Large Language Models
IJCNLP 2023
What Makes a Good Counter-Stereotype? Evaluating Strategies for Automated Responses to Stereotypical Text
ACL 2023
Reference-Free Summarization Evaluation with Large Language Models
AACL 2023
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection
NAACL 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
NAACL 2022
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information
EMNLP 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors
ACL 2022