2 citations · 5 across the 3 of their papers we have counts for
3 papers
Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Online social media works as a source of various valuable and actionable information during disasters. These information might be available in multiple languages due to the nature…
Supervised Graph Contrastive Pretraining for Text Classification
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Contrastive pretraining techniques for text classification has been largely studied in an unsupervised setting. However, oftentimes labeled data from related tasks which share labe…
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
Identification and categorization of social media posts generated during disasters are crucial to reduce the sufferings of the affected people. However, lack of labeled data is a s…