Publications
2021
- Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter, "Exploring Conditional Language Model Based Data Augmentation Approaches For Hate Speech Classification", Text, Speech, and Dialogue (TSD), 2021
2020
- Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, "Classification of Hate Speech Using Deep Neural Networks", Revue de l'Information Scientifique et Technique, 2020
- Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter, "Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification", Insights from Negative Results Workshop, EMNLP, 2020
- Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow, "HUMAN: Hierarchical Universal Modular ANnotator", EMNLP: System Demonstrations, 2020
- Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, "Towards non-toxic landscapes: Automatic toxic comment detection using DNN", TRAC workshop, LREC, 2020
- Ashwin Geet D'Sa, Irina Illina, Dominique Fohr, "Bert and fasttext embeddings for automatic detection of toxic speech", Multi-Conference on:“Organization of Knowledge and Advanced Technologies”(OCTA), 2020
2019
- Ashwin Geet D'Sa, BG Prasad, "A survey on vision based activity recognition, its applications and challenges", International Conference on Advanced Computational and Communication Paradigms (ICACCP), 2019
- Ashwin Geet D'Sa, BG Prasad, "Performance Analysis of Parallel Implementation of Morphological Operations", Information and Communication Technology for Competitive Strategies, 2019
2016
- MR Tejonidhi, BR Nanjesh, Jagadeesh Gujanuru Math, Ashwin Geet D'sa, "Plant disease analysis using histogram matching based on Bhattacharya's distance calculation", International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), 2016
- CK Subbaraya, Ashwin Geet D'Sa, TV Manohar, BR Nanjesh, "Novel approach for extraction of blood vessels using morphology and filtering techniques", International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), 2016
Preprints
- Ashwin Geet D'Sa, BG Prasad, "An IoT based framework for activity recognition using deep learning technique", 2019
Software Co-authored
- Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow, "HUMAN: Hierarchical Universal Modular ANnotator", EMNLP: System Demonstrations, 2020 {Demo} {Code}
Software tool to annotate the text corpus. This tool was used for annotating the data during M-PHASIS project.