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Soumitra Ghosh
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2020 – today
- 2024
- [c19]Soumitra Ghosh, Gopendra Vikram Singh, Jashn Arora, Asif Ekbal:
Benchmarking Cyber Harassment Dialogue Comprehension through Emotion-Informed Manifestations-Determinants Demarcation. AAAI 2024: 22040-22048 - [c18]Saeed Farzi, Soumitra Ghosh, Alberto Lavelli, Bernardo Magnini:
Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents. BioNLP@ACL 2024: 266-276 - [c17]Dharbaneshwer S. J., 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: 298-306 - [c16]Gopendra Vikram Singh, Soumitra Ghosh, Neil Dcruze, Asif Ekbal:
From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations. IJCAI 2024: 7447-7455 - 2023
- [j13]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): 103234 (2023) - [j12]Soumitra Ghosh, Amit Priyankar, Asif Ekbal, Pushpak Bhattacharyya:
Multitasking of sentiment detection and emotion recognition in code-mixed Hinglish data. Knowl. Based Syst. 260: 110182 (2023) - [j11]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): 765-802 (2023) - [j10]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): 1495-1515 (2023) - [j9]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): 760-770 (2023) - [j8]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) - [c15]Gopendra Vikram Singh, Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya:
DeCoDE: Detection of Cognitive Distortion and Emotion Cause Extraction in Clinical Conversations. ECIR (2) 2023: 156-171 - [c14]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: 4517-4532 - [c13]Gopendra Vikram Singh, Soumitra Ghosh, Asif Ekbal:
Promoting Gender Equality through Gender-biased Language Analysis in Social Media. IJCAI 2023: 6210-6218 - [i4]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 abs/2301.02925 (2023) - [i3]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 abs/2301.08141 (2023) - 2022
- [j7]Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya:
A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide Notes. Cogn. Comput. 14(1): 110-129 (2022) - [j6]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): 1484-1494 (2022) - [c12]Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal, Pushpak Bhattacharyya:
EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes. COLING 2022: 1098-1105 - [c11]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: 6978-6990 - [c10]Soumitra Ghosh, Swarup Roy, Asif Ekbal, Pushpak Bhattacharyya:
CARES: CAuse Recognition for Emotion in Suicide Notes. ECIR (2) 2022: 128-136 - [c9]Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya:
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes. IJCAI 2022: 5073-5079 - [c8]Soumitra Ghosh, Dhirendra Maurya, Asif Ekbal, Pushpak Bhattacharyya:
Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection. WASSA@ACL 2022: 255-260 - [i2]Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya:
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes. CoRR abs/2206.06141 (2022) - 2021
- [c7]Soumitra Ghosh, Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya:
Context and Knowledge Enriched Transformer Framework for Emotion Recognition in Conversations. IJCNN 2021: 1-8 - 2020
- [c6]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: 460-469 - [c5]Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya:
CEASE, a Corpus of Emotion Annotated Suicide notes in English. LREC 2020: 1618-1626 - [c4]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: 1983-1991 - [i1]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 abs/2012.12756 (2020)
2010 – 2019
- 2015
- [j5]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: 9-14 (2015) - 2014
- [j4]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): S8 (2014)
2000 – 2009
- 2006
- [j3]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: 378 (2006) - 2005
- [j2]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): 459-466 (2005) - 2004
- [c3]Yizhou Xie, Soumitra Ghosh, Parthav Jailwalia, Xujing Wang:
The Dynamic Range of Gene Expressions Depend on Their Ontology. CSB 2004: 580-581 - [c2]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: 82-97 - 2003
- [j1]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): 1341-1347 (2003) - 2002
- [c1]Xujing Wang, Soumitra Ghosh:
Quality-Dependent Data Filtering, Normalization and Data Mining using Microarray Technology. JCIS 2002: 1280
Coauthor Index
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