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Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification


Mar 06, 2022
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

* Under Review 

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Supervised Graph Contrastive Pretraining for Text Classification


Dec 21, 2021
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

* A condensed version of this paper has been accepted to ACM SAC'22. DOI: https://doi.org/10.1145/3477314.3507194 

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


Apr 03, 2021
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild


Jan 23, 2021
Rajdeep Mukherjee, Shreyas Shetty, Subrata Chattopadhyay, Subhadeep Maji, Samik Datta, Pawan Goyal

* 12 pages, accepted at ECIR 2021 

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Logic Constrained Pointer Networks for Interpretable Textual Similarity


Jul 15, 2020
Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, Pawan Goyal

* IJCAI 2020, Pages 2405-2411 
* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI, all rights reserved. Available at https://www.ijcai.org/Proceedings/2020/333 

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