11 citations · 15 across the 3 of their papers we have counts for
9 papers
AdvCodeMix: Adversarial Attack on Code-Mixed Data
Sourya Dipta Das, Ayan Basak, Soumil Mandal +1
Research on adversarial attacks are becoming widely popular in the recent years. One of the unexplored areas where prior research is lacking is the effect of adversarial attacks on…
Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning
Sourya Dipta Das, Soumil Mandal
In this article, we describe the system that we used for the memotion analysis challenge, which is Task 8 of SemEval-2020. This challenge had three subtasks where affect based sent…
Code-Mixed to Monolingual Translation Framework
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das +1
The use of multilingualism in the new generation is widespread in the form of code-mixed data on social media, and therefore a robust translation system is required for catering to…
SMT vs NMT: A Comparison over Hindi & Bengali Simple Sentences
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das +1
In the present article, we identified the qualitative differences between Statistical Machine Translation (SMT) and Neural Machine Translation (NMT) outputs. We have tried to answe…
Strategies for Language Identification in Code-Mixed Low Resource Languages
Soumil Mandal, Sankalp Sanand
In recent years, substantial work has been done on language tagging of code-mixed data, but most of them use large amounts of data to build their models. In this article, we presen…
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture
Soumil Mandal, Anil Kumar Singh
An accurate language identification tool is an absolute necessity for building complex NLP systems to be used on code-mixed data. Lot of work has been recently done on the same, bu…