Explanipedia

SenTest: Evaluating Robustness of Sentence Encoders Open

Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Geetanjali Kale , et al. · 2023

Contrastive learning has proven to be an effective method for pre-training models using weakly labeled data in the vision domain. Sentence transformers are the NLP counterparts to this architecture, and have been growing in popularity due …

My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks Open

Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi · 2023

The research on code-mixed data is limited due to the unavailability of dedicated code-mixed datasets and pre-trained language models. In this work, we focus on the low-resource Indian language Marathi which lacks any prior work in code-mi…

My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks Open

Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi · 2023

The research on code-mixed data is limited due to the unavailability of dedicated code-mixed datasets and pre-trained language models.In this work, we focus on the low-resource Indian language Marathi which lacks any prior work in code-mix…

A Twitter BERT Approach for Offensive Language Detection in Marathi Open

Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Raviraj Joshi · 2022

Automated offensive language detection is essential in combating the spread of hate speech, particularly in social media. This paper describes our work on Offensive Language Identification in low resource Indic language Marathi. The proble…

Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection Open

Shantanu Patankar, Omkar Gokhale, Aditya Kane, Tanmay Chavan, Raviraj Joshi · 2022

Pre-training large neural language models, such as BERT, has led to impressive gains on many natural language processing (NLP) tasks. Although this method has proven to be effective for many domains, it might not always provide desirable b…

ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection Open

Tanmay Chavan, Aditya Kane · 2022

The spread of propaganda through the internet has increased drastically over the past years. Lately, propaganda detection has started gaining importance because of the negative impact it has on society. In this work, we describe our approa…

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