no code implementations • ICON 2020 • Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya, Sriparna Saha, Vipin Tyagi, Alka Kumar, Shikha Srivastava, Nitish Kumar
We propose a Hierarchical Attention-based deep neural network for Emotion Detection (HAtED).
no code implementations • COLING 2022 • Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal, Pushpak Bhattacharyya
We address the challenging task of personality subtyping from suicide notes.
no code implementations • WASSA (ACL) 2022 • Soumitra Ghosh, Dhirendra Maurya, Asif Ekbal, Pushpak Bhattacharyya
Computational comprehension and identifying emotional components in language have been critical in enhancing human-computer connection in recent years.
no code implementations • COLING 2022 • Soumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya
We present and discuss a novel task of detecting emotional reasoning (ER) and accompanying emotions in conversations.
no code implementations • 11 Jan 2023 • Fatemeh Haghighi, Soumitra Ghosh, Hai Ngu, Sarah Chu, Han Lin, Mohsen Hejrati, Baris Bingol, Somaye Hashemifar
To this end, we propose an end-to-end deep learning framework based on self-supervised learning for the segmentation and quantification of dopaminergic neurons in PD animal models.
no code implementations • 7 Jan 2023 • Hosein Barzekar, Hai Ngu, Han Hui Lin, Mohsen Hejrati, Steven Ray Valdespino, Sarah Chu, Baris Bingol, Somaye Hashemifar, Soumitra Ghosh
Automated segmentation of anatomical sub-regions with high precision has become a necessity to enable the quantification and characterization of cells/ tissues in histology images.
no code implementations • 20 May 2022 • Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
The World Health Organization (WHO) has emphasized the importance of significantly accelerating suicide prevention efforts to fulfill the United Nations' Sustainable Development Goal (SDG) objective of 2030.
no code implementations • 23 Dec 2020 • Soumitra Ghosh, Arkaprava Roy, Asif Ekbal, Pushpak Bhattacharyya
In this paper, we describe the systems submitted by our IITP-AINLPML team in the shared task of SocialNLP 2020, EmotionGIF 2020, on predicting the category(ies) of a GIF response for a given unlabelled tweet.
no code implementations • SEMEVAL 2020 • Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
In this paper, we describe the participation of IITP-AINLPML team in the SemEval-2020 SharedTask 12 on Offensive Language Identification and Target Categorization in English Twitter data.
no code implementations • LREC 2020 • Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
In this paper, we create a fine-grained emotion annotated corpus (CEASE) of suicide notes in English and develop various deep learning models to perform emotion detection on the curated dataset.