Soumitra Ghosh

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 26

Top Topics

Supervised Learning

Emotion Recognition

Joint Detection

Top Venues

IEEE Trans. Comput. Soc. Syst.

Publications

Soumitra Ghosh, Gopendra Vikram Singh, Jashn Arora, Asif Ekbal
Benchmarking Cyber Harassment Dialogue Comprehension through Emotion-Informed Manifestations-Determinants Demarcation. AAAI (2024)
Dharbaneshwer Sj, Gayathri Sowmya G, Sumit Singh Chauhan, Bharat Singh Shekhawat, Lava Kumar, Soumitra Ghosh
Real-time eye tracking using representation learning and regression. COMAD/CODS (2024)
Gopendra Vikram Singh, Soumitra Ghosh, Atul Verma, Chetna Painkra, Asif Ekbal
Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts. EMNLP (2023)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya, Tista Saha, Alka Kumar, Shikha Srivastava
SEHC: A Benchmark Setup to Identify Online Hate Speech in English. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Fatemeh Haghighi, Soumitra Ghosh, Sarah Chu, Hai Ngu, Mohsen Hejrati, Han Hui Lin, Baris Bingol, Somaye Hashemifar
Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease. Trans. Mach. Learn. Res. 2023 (2023)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
VAD-assisted multitask transformer framework for emotion recognition and intensity prediction on suicide notes. Inf. Process. Manag. 60 (2) (2023)
Hosein Barzekar, Hai Ngu, Han Hui Lin, Mohsen Hejrati, Steven Ray Valdespino, Sarah Chu, Baris Bingol, Somaye Hashemifar, Soumitra Ghosh
Multiclass Semantic Segmentation to Identify Anatomical Sub-Regions of Brain and Measure Neuronal Health in Parkinson's Disease. CoRR (2023)
Soumitra Ghosh, Amit Priyankar, Asif Ekbal, Pushpak Bhattacharyya
A transformer-based multi-task framework for joint detection of aggression and hate on social media data. Nat. Lang. Eng. 29 (6) (2023)
Sourav Das, Soumitra Ghosh, Anup Kumar Kolya, Asif Ekbal
Unparalleled sarcasm: a framework of parallel deep LSTMs with cross activation functions towards detection and generation of sarcastic statements. Lang. Resour. Evaluation 57 (2) (2023)
Gopendra Vikram Singh, Soumitra Ghosh, Asif Ekbal
Promoting Gender Equality through Gender-biased Language Analysis in Social Media. IJCAI (2023)
Soumitra Ghosh, Amit Priyankar, Asif Ekbal, Pushpak Bhattacharyya
Multitasking of sentiment detection and emotion recognition in code-mixed Hinglish data. Knowl. Based Syst. 260 (2023)
Gopendra Vikram Singh, Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
DeCoDE: Detection of Cognitive Distortion and Emotion Cause Extraction in Clinical Conversations. ECIR (2) (2023)
Fatemeh Haghighi, Soumitra Ghosh, Hai Ngu, Sarah Chu, Han Hui Lin, Mohsen Hejrati, Baris Bingol, Somaye Hashemifar
Self-supervised Learning for Segmentation and Quantification of Dopamine Neurons in Parkinson's Disease. CoRR (2023)
Soumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya
COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations. COLING (2022)
Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal, Pushpak Bhattacharyya
EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes. COLING (2022)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes. CoRR (2022)
Soumitra Ghosh, Dhirendra Maurya, Asif Ekbal, Pushpak Bhattacharyya
Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection. WASSA@ACL (2022)
Soumitra Ghosh, Swarup Roy, Asif Ekbal, Pushpak Bhattacharyya
CARES: CAuse Recognition for Emotion in Suicide Notes. ECIR (2) (2022)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide Notes. Cogn. Comput. 14 (1) (2022)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
What Does Your Bio Say? Inferring Twitter Users' Depression Status From Multimodal Profile Information Using Deep Learning. IEEE Trans. Comput. Soc. Syst. 9 (5) (2022)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes. IJCAI (2022)
Soumitra Ghosh, Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya
Context and Knowledge Enriched Transformer Framework for Emotion Recognition in Conversations. IJCNN (2021)
Soumitra Ghosh, Arkaprava Roy, Asif Ekbal, Pushpak Bhattacharyya
EmotionGIF-IITP-AINLPML: Ensemble-based Automated Deep Neural System for predicting category(ies) of a GIF response. CoRR (2020)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
CEASE, a Corpus of Emotion Annotated Suicide notes in English. LREC (2020)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
IITP-AINLPML at SemEval-2020 Task 12: Offensive Tweet Identification and Target Categorization in a Multitask Environment. SemEval@COLING (2020)
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya, Sriparna Saha, Vipin Tyagi, Alka Kumar, Shikha Srivastava, Nitish Kumar
Annotated Corpus of Tweets in English from Various Domains for Emotion Detection. ICON (2020)
Pankaj Singh Dholaniya, Soumitra Ghosh, Bapi Raju Surampudi, Anand K. Kondapi
A knowledge driven supervised learning approach to identify gene network of differentially up-regulated genes during neuronal senescence in Rattus norvegicus. Biosyst. 135 (2015)
Jörg Menche, Amitabh Sharma, Michael H. Cho, Ruth J. Mayer, Stephen I. Rennard, Bartolome Celli, Bruce E. Miller, Nick Locantore, Ruth Tal-Singer, Soumitra Ghosh, Chris Larminie, Glyn Bradley, John H. Riley, Alvar Agusti, Edwin K. Silverman, Albert-László Barabási
A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease. BMC Syst. Biol. 8 (S-2) (2014)
Xujing Wang, Shuang Jia, Lisa Meyer, Bixia Xiang, Li-Yen Chen, Nan Jiang, Carol Moreno, Howard J. Jacob, Soumitra Ghosh, Martin J. Hessner
Comprehensive quality control utilizing the prehybridization third-dye image leads to accurate gene expression measurements by cDNA microarrays. BMC Bioinform. 7 (2006)
Soumitra Ghosh, T. Zhu, Ignacio E. Grossmann, Mohammad M. Ataai, Michael M. Domach
Closing the loop between feasible flux scenario identification for construct evaluation and resolution of realized fluxes via NMR. Comput. Chem. Eng. 29 (3) (2005)
Yizhou Xie, Soumitra Ghosh, Parthav Jailwalia, Xujing Wang
The Dynamic Range of Gene Expressions Depend on Their Ontology. CSB (2004)
Xujing Wang, Soumitra Ghosh
Mathematical Modeling Reveals that the Recent Developmental Secular Trend May Contribute to the Epidemiological Changes of Type 1 Diabetes. METMBS (2004)
Xujing Wang, Martin J. Hessner, Yan Wu, Nirupma Pati, Soumitra Ghosh
Quantitative Quality Control in Microarray Experiments and the Application in Data Filtering, Normalization and False Positive Rate Prediction. Bioinform. 19 (11) (2003)
Xujing Wang, Soumitra Ghosh
Quality-Dependent Data Filtering, Normalization and Data Mining using Microarray Technology. JCIS (2002)