Isar Nejadgholi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 43

Top Topics

Quantitative Evaluation

Automatic Detection

Causal Relations

Top Venues

Publications

Hillary Dawkins, Isar Nejadgholi, Daniel Gillis, Judi McCuaig
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models. LREC/COLING (2024)
Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi
How Does Stereotype Content Differ across Data Sources? *SEM@NAACL (2024)
Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models. IEEE Access 12 (2024)
Isar Nejadgholi, Kathleen C. Fraser, Anna Kerkhof, Svetlana Kiritchenko
Challenging Negative Gender Stereotypes: A Study on the Effectiveness of Automated Counter-Stereotypes. CoRR (2024)
Hillary Dawkins, Isar Nejadgholi, Daniel Gillis, Judi McCuaig
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models. CoRR (2024)
Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models. CoRR (2024)
Isar Nejadgholi, Kathleen C. Fraser, Anna Kerkhof, Svetlana Kiritchenko
Challenging Negative Gender Stereotypes: A Study on the Effectiveness of Automated Counter-Stereotypes. LREC/COLING (2024)
Isar Nejadgholi, Maryam Molamohammadi
Social and Ethical Risks Posed by General-Purpose LLMs for Settling Newcomers in Canada. CoRR (2024)
Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman
ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations. WASSA@ACL (2023)
Georgina Curto, Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser
The crime of being poor. CoRR (2023)
Isar Nejadgholi, Svetlana Kiritchenko, Kathleen C. Fraser, Esma Balkir
Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers. CoRR (2023)
Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman
ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations. CoRR (2023)
Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi
A Friendly Face: Do Text-to-Image Systems Rely on Stereotypes when the Input is Under-Specified? CoRR (2023)
Isar Nejadgholi, Esma Balkir, Kathleen C. Fraser, Svetlana Kiritchenko
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information. BlackboxNLP@EMNLP (2022)
Isar Nejadgholi, Esma Balkir, Kathleen C. Fraser, Svetlana Kiritchenko
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information. CoRR (2022)
Esma Balkir, Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models. CoRR (2022)
Hillary Dawkins, Isar Nejadgholi
Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification. ACL (2) (2022)
Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi
Extracting Age-Related Stereotypes from Social Media Texts. LREC (2022)
Esma Balkir, Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection. NAACL-HLT (2022)
Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors. CoRR (2022)
Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors. ACL (1) (2022)
Esma Balkir, Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection. CoRR (2022)
Kathleen C. Fraser, Svetlana Kiritchenko, Isar Nejadgholi
Computational Modeling of Stereotype Content in Text. Frontiers Artif. Intell. 5 (2022)
Rajitha Hathurusinghe, Isar Nejadgholi, Miodrag Bolic
A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning. CoRR (2021)
Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective. J. Artif. Intell. Res. 71 (2021)
Kathleen C. Fraser, Isar Nejadgholi, Svetlana Kiritchenko
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model. ACL/IJCNLP (1) (2021)
Kathleen C. Fraser, Isar Nejadgholi, Svetlana Kiritchenko
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model. CoRR (2021)
Svetlana Kiritchenko, Isar Nejadgholi
Towards Ethics by Design in Online Abusive Content Detection. CoRR (2020)
Isar Nejadgholi, Svetlana Kiritchenko
On Cross-Dataset Generalization in Automatic Detection of Online Abuse. WOAH (2020)
Isar Nejadgholi, Svetlana Kiritchenko
On Cross-Dataset Generalization in Automatic Detection of Online Abuse. CoRR (2020)
Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn
Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience. CoRR (2020)
Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn
Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience. BioNLP (2020)
Svetlana Kiritchenko, Isar Nejadgholi, Kathleen C. Fraser
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective. CoRR (2020)
Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn, Muqun Li, Astha LaPlante, Khaldoun Zine El Abidine
Recognizing UMLS Semantic Types with Deep Learning. LOUHI@EMNLP (2019)
Isar Nejadgholi, Hamidreza Sadreazami, Sreeraman Rajan, Miodrag Bolic
Classification of Doppler radar reflections as preprocessing for breathing rate monitoring. IET Signal Process. 13 (1) (2019)
Kathleen C. Fraser, Isar Nejadgholi, Berry de Bruijn, Muqun Li, Astha LaPlante, Khaldoun Zine El Abidine
Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models. CoRR (2019)
Isuru Gunasekara, Isar Nejadgholi
A Review of Standard Text Classification Practices for Multi-label Toxicity Identification of Online Content. ALW (2018)
Isar Nejadgholi, Renaud Bougueng, Samuel Witherspoon
A Semi-Supervised Training Method for Semantic Search of Legal Facts in Canadian Immigration Cases. JURIX (2017)
Isar Nejadgholi, Seyyed Ali Seyyedsalehi, Sylvain Chartier
A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory. Neural Process. Lett. 46 (3) (2017)
Isar Nejadgholi, Sreeraman Rajan, Miodrag Bolic
Time-frequency based contactless estimation of vital signs of human while walking using PMCW radar. HealthCom (2016)
Isar Nejadgholi, Herschel B. Caytak, Miodrag Bolic
Using bioimpedance spectroscopy parameters as real-time feedback during tDCS. EMBC (2016)
Isar Nejadgholi, Miodrag Bolic
A comparative study of PCA, SIMCA and Cole model for classification of bioimpedance spectroscopy measurements. Comput. Biol. Medicine 63 (2015)
Herschel B. Caytak, Isar Nejadgholi, Izmail Batkin, Miodrag Bolic
Bioimpedance spectroscopy method for investigating changes to intracranial dose during transcranial direct current stimulation. EMBC (2015)
Isar Nejadgholi, Sylvain Chartier, Seyyed Ali Seyyedsalehi
Controlling deterministic output variability in a feature extracting chaotic BAM. Neurocomputing 120 (2013)
Isar Nejadgholi, Seyyed Ali Seyyedsalehi, Sylvain Chartier
A Chaotic Feature Extracting BAM and Its Application in Implementing Memory Search. Neural Process. Lett. 36 (1) (2012)
Isar Nejadgholi, Mohammad Hassan Moradi, Fatemeh Abdolali
Using phase space reconstruction for patient independent heartbeat classification in comparison with some benchmark methods. Comput. Biol. Medicine 41 (6) (2011)
Louiza Dehyadegary, Seyyed Ali Seyyedsalehi, Isar Nejadgholi
Nonlinear enhancement of noisy speech, using continuous attractor dynamics formed in recurrent neural networks. Neurocomputing 74 (17) (2011)
Isar Nejadgholi, Seyyed Ali Seyyedsalehi
Chaotic control of deterministic variability in a BAM-inspired model of memory. ISDA (2010)
Isar Nejadgholi, Seyyed Ali Seyyedsalehi
Nonlinear normalization of input patterns to speaker variability in speech recognition neural networks. Neural Comput. Appl. 18 (1) (2009)