Samujjwal Ghosh

According to our database, Samujjwal Ghosh authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Bilingual Adaptation of Monolingual Foundation Models.

Gurpreet Gosal, Yishi Xu, Gokul Ramakrishnan, Rituraj Joshi, Avraham Sheinin, Zhiming Chen, Biswajit Mishra, Natalia Vassilieva, Joel Hestness, Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, Onkar Pandit, Satheesh Katipomu, Samta Kamboj, Samujjwal Ghosh, Rahul Pal, Parvez Mullah, Soundar Doraiswamy, Mohamed El Karim Chami, Preslav Nakov

CoRR, 2024

2023

Unsupervised Domain Adaptation With Global and Local Graph Neural Networks Under Limited Supervision and Its Application to Disaster Response.

Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

IEEE Trans. Comput. Soc. Syst., April, 2023

2022

Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification.

Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

CoRR, 2022

GNoM: Graph Neural Network Enhanced Language Models for Disaster Related Multilingual Text Classification.

Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Effective utilization of labeled data from related tasks using graph contrastive pretraining: application to disaster related text classification.

Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021

Supervised Graph Contrastive Pretraining for Text Classification.

Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

CoRR, 2021

Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management.

Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

CoRR, 2021

2020

Semi-Supervised Granular Classification Framework for Resource Constrained Short-texts: Towards Retrieving Situational Information During Disaster Events.

Samujjwal Ghosh, Maunendra Sankar Desarkar

Proceedings of the WebSci '20: 12th ACM Conference on Web Science, 2020

2018

Class Specific TF-IDF Boosting for Short-text Classification: Application to Short-texts Generated During Disasters.

Samujjwal Ghosh, Maunendra Sankar Desarkar

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018