Kathleen C. Fraser

According to our database, Kathleen C. Fraser authored at least 36 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images.

Kathleen C. Fraser, Svetlana Kiritchenko

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers.

Isar Nejadgholi, Svetlana Kiritchenko, Kathleen C. Fraser, Esma Balkir

CoRR, 2023

The crime of being poor.

Georgina Curto, Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser

CoRR, 2023

A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified?

Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi

CoRR, 2023

Reducing Fixation Error Due to Natural Head Movement in a Webcam-Based Eye-Tracking Method.

Manuela Kunz, Arsalan Syed, Kathleen C. Fraser, Bruce Wallace, Rafik Goubran, Frank Knoefel, Neil Thomas

Proceedings of the IEEE Sensors Applications Symposium, 2023

Design and Validation of a System to Synchronize Speech Recognition and Eye-Tracking Measurements.

Emma Boulay, Bruce Wallace, Kathleen C. Fraser, Manuela Kunz, Rafik Goubran, Frank Knoefel, Neil W. Thomas

Proceedings of the IEEE Sensors Applications Symposium, 2023

Reference-Free Summarization Evaluation with Large Language Models.

Abbas Akkasi, Kathleen C. Fraser, Majid Komeili

Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023

2022

Computational Modeling of Stereotype Content in Text.

Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi

Frontiers Artif. Intell., 2022

Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models.

Esma Balkir, Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser

CoRR, 2022

Does Moral Code Have a Moral Code? Probing Delphi's Moral Philosophy.

Kathleen C. Fraser, Svetlana Kiritchenko, Esma Balkir

CoRR, 2022

Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection.

Esma Balkir, Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Extracting Age-Related Stereotypes from Social Media Texts.

Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information.

Isar Nejadgholi, Esma Balkir, Kathleen C. Fraser, Svetlana Kiritchenko

Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors.

Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective.

Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser

J. Artif. Intell. Res., 2021

Measuring Cognitive Status from Speech in a Smart Home Environment.

Kathleen C. Fraser, Majid Komeili

IEEE Instrum. Meas. Mag., 2021

Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model.

Kathleen C. Fraser, Isar Nejadgholi, Svetlana Kiritchenko

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience.

Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn

Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

2019

Multilingual word embeddings for the assessment of narrative speech in mild cognitive impairment.

Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis

Comput. Speech Lang., 2019

Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models.

Kathleen C. Fraser, Isar Nejadgholi, Berry de Bruijn, Muqun Li, Astha LaPlante, Khaldoun Zine El Abidine

CoRR, 2019

How do we feel when a robot dies? Emotions expressed on Twitter before and after hitchBOT's destruction.

Kathleen C. Fraser, Frauke Zeller, David Harris Smith, Saif M. Mohammad, Frank Rudzicz

Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, 2019

Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling.

Kathleen C. Fraser, Nicklas Linz, Bai Li, Kristina Lundholm Fors, Frank Rudzicz, Alexandra König, Jan Alexandersson, Philippe H. Robert, Dimitrios Kokkinakis

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Recognizing UMLS Semantic Types with Deep Learning.

Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn, Muqun Li, Astha LaPlante, Khaldoun Zine El Abidine

Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

2018

Automated Syntactic Analysis of Language Abilities in Persons with Mild and Subjective Cognitive Impairment.

Kristina Lundholm Fors, Kathleen C. Fraser, Dimitrios Kokkinakis

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

A Swedish Cookie-Theft Corpus.

Dimitrios Kokkinakis, Kristina Lundholm Fors, Kathleen C. Fraser, Arto Nordlund

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2017

Automatic Text and Speech Processing for the Detection of Dementia.

Kathleen C. Fraser

PhD thesis, 2017

An analysis of eye-movements during reading for the detection of mild cognitive impairment.

Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis, Arto Nordlund

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Detecting late-life depression in Alzheimer's disease through analysis of speech and language.

Kathleen C. Fraser, Frank Rudzicz, Graeme Hirst

Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

Speech Recognition in Alzheimer's Disease and in its Assessment.

Luke Zhou, Kathleen C. Fraser, Frank Rudzicz

Proceedings of the Interspeech 2016, 2016

2015

Using linguistic features longitudinally to predict clinical scores for Alzheimer's disease and related dementias.

Maria Yancheva, Kathleen C. Fraser, Frank Rudzicz

Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015

Sentence segmentation of aphasic speech.

Kathleen C. Fraser, Naama Ben-David, Graeme Hirst, Naida L. Graham, Elizabeth Rochon

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014

Projected Barzilai-Borwein Method with Infeasible Iterates for Nonnegative Least-Squares Image Deblurring.

Kathleen C. Fraser, Dirk V. Arnold, Graham Dellaire

Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

Using statistical parsing to detect agrammatic aphasia.

Kathleen C. Fraser, Graeme Hirst, Jed A. Meltzer, Jennifer E. Mack, Cynthia K. Thompson

Proceedings of BioNLP, Baltimore, Maryland, USA, 2014

Comparison of different feature sets for identification of variants in progressive aphasia.

Kathleen C. Fraser, Graeme Hirst, Naida L. Graham, Jed A. Meltzer, Sandra E. Black, Elizabeth Rochon

Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2014

2013

Automatic speech recognition in the diagnosis of primary progressive aphasia.

Kathleen C. Fraser, Frank Rudzicz, Naida L. Graham, Elizabeth Rochon

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013

Using text and acoustic features to diagnose progressive aphasia and its subtypes.

Kathleen C. Fraser, Frank Rudzicz, Elizabeth Rochon

Proceedings of the INTERSPEECH 2013, 2013