Kathleen C. Fraser
18 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🗃️
Keyword Collector
(87)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🌈
Renaissance Researcher
(6)
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(9)
Application Areas
(8)
Core AI
(8)
Core Methods
(6)
Natural Language Processing
(5)
Deep Learning
(3)
Applications
(3)
Learning Types · Deep Learning
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Understanding
(2)
Keywords
social media analysis
(3)
sentiment analysis
(3)
large language model
(3)
text classification
(3)
alzheimer disease
(2)
named entity recognition
(2)
social media
(2)
hate speech detection
(2)
bias mitigation
(2)
bias evaluation
(2)
social bia
(2)
speech processing
(1)
feature extraction
(1)
natural language generation
(1)
domain adaptation
(1)
concept-based explanation
(1)
text mining
(1)
deep learning
(1)
binary classification
(1)
model safety
(1)
Papers
Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency
ACL 2025
Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia
NAACL 2025
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals
NAACL 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text
ACL 2025
Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse
EMNLP 2024
Challenging Negative Gender Stereotypes: A Study on the Effectiveness of Automated Counter-Stereotypes
COLING 2024
Aporophobia: An Overlooked Type of Toxic Language Targeting the Poor
ACL 2023
Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers
ACL 2023
Does Moral Code have a Moral Code? Probing Delphi’s Moral Philosophy
NAACL 2022
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model
ACL 2021
Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience
ACL 2020
How do we feel when a robot dies? Emotions expressed on Twitter before and after hitchBOT’s destruction
NAACL 2019
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modelling
NAACL 2019
Recognizing UMLS Semantic Types with Deep Learning
EMNLP 2019
The importance of sharing patient-generated clinical speech and language data
NAACL 2019
An analysis of eye-movements during reading for the detection of mild cognitive impairment
EMNLP 2017
Speech Recognition in Alzheimer’s Disease and in its Assessment
Interspeech 2016
Sentence segmentation of aphasic speech
NAACL 2015