Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. - Nawshad Farruque; Randy Goebel; Osmar R. Zaïane; Sudhakar Sivapalan (ICMLA, 2021)

STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text. - Nawshad Farruque; Randy Goebel; Osmar Zaïane; Sudhakar Sivapalan (CoRR, 2021)

DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers. - Nawshad Farruque; Osmar Zaïane; Randy Goebel; Sudhakar Sivapalan (LT-EDI, 2022)

Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach. - Nawshad Farruque; Randy Goebel; Sudhakar Sivapalan; Osmar Zaïane (CoRR, 2022)

Deep temporal modelling of clinical depression through social media text. - Nawshad Farruque; Randy Goebel; Sudhakar Sivapalan; Osmar Zaïane (Nat. Lang. Process. J., 2024)

Depression symptoms modelling from social media text: an LLM driven semi-supervised learning approach. - Nawshad Farruque; Randy Goebel; Sudhakar Sivapalan; Osmar R. Zaïane (Lang. Resour. Evaluation, 2024)