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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
672018
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
19*2022
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
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
9*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
82020
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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