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Samujjwal Ghosh
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Class specific TF-IDF boosting for short-text classification: Application to short-texts generated during disasters
S Ghosh, MS Desarkar
Companion Proceedings of the The Web Conference 2018, 1629-1637, 2018
662018
Using social media for classifying actionable insights in disaster scenario
S Ghosh, PK Srijith, MS Desarkar
International Journal of Advances in Engineering Sciences and Applied …, 2017
152017
GNoM: Graph Neural Network Enhanced Language Models for Disaster Related Multilingual Text Classification
S Ghosh, S Maji, MS Desarkar
WebSci '22: 14th ACM Web Science Conference 2022, Pages 55–65, 2022
14*2022
Semi-supervised granular classification framework for resource constrained short-texts: Towards retrieving situational information during disaster events
S Ghosh, MS Desarkar
Proceedings of the 12th ACM Conference on Web Science, 29-38, 2020
72020
Unsupervised Domain Adaptation With Global and Local Graph Neural Networks Under Limited Supervision and Its Application to Disaster Response
S Ghosh, S Maji, MS Desarkar
IEEE Transactions on Computational Social Systems 10 (2), 551-562, 2022
6*2022
Effective utilization of labeled data from related tasks using graph contrastive pretraining: Application to disaster related text classification
S Ghosh, S Maji, MS Desarkar
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 875-878, 2022
12022
Supervised Graph Contrastive Pretraining for Text Classification
S Ghosh, S Maji, MS Desarkar
https://arxiv.org/abs/2112.11389, 2021
12021
Towards limited supervision in utilizing social media for disaster response
S Ghosh
Kandi, 2022
2022
Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario
S Ghosh, S Maji, MS Desarkar
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