84 citations · 109 across the 26 of their papers we have counts for
5 papers · 1 filter
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…
ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation
Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano +1
Despite the recent advancement in NLP research, cross-lingual transfer for natural language generation is relatively understudied. In this work, we transfer supervision from high r…
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…
Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts
Chander Shekhar, Bhavya Bagla, Kaushal Kumar Maurya +1
As the reach of the internet increases, pejorative terms started flooding over social media platforms. This leads to the necessity of identifying hostile content on social media pl…
Coarse and Fine-Grained Hostility Detection in Hindi Posts using Fine Tuned Multilingual Embeddings
Arkadipta De, Venkatesh E, Kaushal Kumar Maurya +1
Due to the wide adoption of social media platforms like Facebook, Twitter, etc., there is an emerging need of detecting online posts that can go against the community acceptance st…