Nawshad Farruque

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Semantic Representations

Empirical Analysis

Top Venues

Nat. Lang. Process. J.

Publications

Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane
Deep temporal modelling of clinical depression through social media text. Nat. Lang. Process. J. 6 (2024)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane
Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach. CoRR (2022)
Nawshad Farruque, Osmar Zaïane, Randy Goebel, Sudhakar Sivapalan
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers. LT-EDI (2022)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar R. Zaïane
Deep Temporal Modelling of Clinical Depression through Social Media Text. CoRR (2022)
Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Sudhakar Sivapalan
Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. ICMLA (2021)
Nawshad Farruque, Chenyang Huang, Osmar R. Zaïane, Randy Goebel
Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments. CoRR (2021)
Abhishek Dhankar, Hamman Samuel, Fahim Hassan, Nawshad Farruque, François Bolduc, Osmar Zaïane
Analysis of COVID-19 Misinformation in Social Media using Transfer Learning. ICTAI (2021)
Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Lili Mou, Osmar R. Zaïane
Seq2Emo: A Sequence to Multi-Label Emotion Classification Model. NAACL-HLT (2021)
Nawshad Farruque, Randy Goebel, Osmar Zaïane
A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language. CoRR (2021)
Mi-Young Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Hengshuai Yao, Peter Chun
A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence. Mach. Learn. Knowl. Extr. 3 (4) (2021)
Nawshad Farruque, Randy Goebel, Osmar Zaïane, Sudhakar Sivapalan
STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text. CoRR (2021)
Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, M.-Y. Kima, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Osmar R. Zaïane
A multi-component framework for the analysis and design of explainable artificial intelligence. CoRR (2020)
Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Osmar R. Zaïane
Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation. CoRR (2019)
Nawshad Farruque, Osmar R. Zaïane, Randy Goebel
Augmenting Semantic Representation of Depressive Language: From Forums to Microblogs. ECML/PKDD (3) (2019)
Nawshad Farruque, Chenyang Huang, Osmar Zaïane, Randy Goebel
Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. CICLing (2) (2019)
Nawshad Farruque, Wendy Osborn
Efficient Distributed Spatial Semijoins and Their Application in Multiple-Site Queries. AINA (2014)