Samujjwal Ghosh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Disaster Response

Text Classification

Top Venues

IEEE Trans. Comput. Soc. Syst.

Publications

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
Bilingual Adaptation of Monolingual Foundation Models. CoRR (2024)
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Unsupervised Domain Adaptation With Global and Local Graph Neural Networks Under Limited Supervision and Its Application to Disaster Response. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Effective utilization of labeled data from related tasks using graph contrastive pretraining: application to disaster related text classification. SAC (2022)
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
GNoM: Graph Neural Network Enhanced Language Models for Disaster Related Multilingual Text Classification. WebSci (2022)
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification. CoRR (2022)
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Supervised Graph Contrastive Pretraining for Text Classification. CoRR (2021)
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management. CoRR (2021)
Samujjwal Ghosh, Maunendra Sankar Desarkar
Semi-Supervised Granular Classification Framework for Resource Constrained Short-texts: Towards Retrieving Situational Information During Disaster Events. WebSci (2020)
Samujjwal Ghosh, Maunendra Sankar Desarkar
Class Specific TF-IDF Boosting for Short-text Classification: Application to Short-texts Generated During Disasters. WWW (Companion Volume) (2018)