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06/24/2023
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks
The research on code-mixed data is limited due to the unavailability of ...
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06/24/2023
L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models
The exploration of sentiment analysis in low-resource languages, such as...
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06/10/2023
Enhancing Low Resource NER Using Assisting Language And Transfer Learning
Named Entity Recognition (NER) is a fundamental task in NLP that is used...
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06/08/2023
Leveraging Language Identification to Enhance Code-Mixed Text Classification
The usage of more than one language in the same text is referred to as C...
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05/25/2023
Comparative Study of Pre-Trained BERT Models for Code-Mixed Hindi-English Data
The term "Code Mixed" refers to the use of more than one language in the...
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04/22/2023
L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT
The multilingual Sentence-BERT (SBERT) models map different languages to...
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12/20/2022
A Twitter BERT Approach for Offensive Language Detection in Marathi
Automated offensive language detection is essential in combating the spr...
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12/12/2022
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages
The research on text summarization for low-resource Indian languages has...
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11/21/2022
L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages
The monolingual Hindi BERT models currently available on the model hub d...
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11/21/2022
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi
Sentence representation from vanilla BERT models does not work well on s...
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10/09/2022
Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection
Pre-training large neural language models, such as BERT, has led to impr...
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09/26/2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification
Language models are pre-trained using large corpora of generic data like...
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09/12/2022
A Review of Challenges in Machine Learning based Automated Hate Speech Detection
The spread of hate speech on social media space is currently a serious i...
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06/26/2022
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode
The streaming automatic speech recognition (ASR) models are more popular...
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06/22/2022
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data
Automatic Speech Recognition(ASR) has been dominated by deep learning-ba...
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05/29/2022
L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library
Despite being the third most popular language in India, the Marathi lang...
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04/19/2022
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi
Transformers are the most eminent architectures used for a vast range of...
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04/18/2022
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models
Code-switching occurs when more than one language is mixed in a given se...
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04/12/2022
L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models
Named Entity Recognition (NER) is a basic NLP task and finds major appli...
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03/25/2022
L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models
Social media platforms are used by a large number of people prominently ...
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03/24/2022
Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition
Named entity recognition (NER) is the process of recognising and classif...
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02/02/2022
L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources
We present L3Cube-MahaCorpus a Marathi monolingual data set scraped from...
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01/18/2022
Hierarchical Neural Network Approaches for Long Document Classification
Text classification algorithms investigate the intricate relationships b...
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01/02/2022
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations
Text classification is a fundamental Natural Language Processing task th...
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11/15/2021
Attention based end to end Speech Recognition for Voice Search in Hindi and English
We describe here our work with automatic speech recognition (ASR) in the...
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11/01/2021
Comparative Study of Long Document Classification
The amount of information stored in the form of documents on the interne...
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10/23/2021
Hate and Offensive Speech Detection in Hindi and Marathi
Sentiment analysis is the most basic NLP task to determine the polarity ...
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10/18/2021
Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches
In the recent past, social media platforms have helped people in connect...
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06/20/2021
SISA: Securing Images by Selective Alteration
With an increase in mobile and camera devices' popularity, digital conte...
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03/21/2021
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset
Sentiment analysis is one of the most fundamental tasks in Natural Langu...
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01/30/2021
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models
Text classification is the most basic natural language processing task. ...
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01/30/2021
ICodeNet – A Hierarchical Neural Network Approach for Source Code Author Identification
With the open-source revolution, source codes are now more easily access...
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01/13/2021
Experimental Evaluation of Deep Learning models for Marathi Text Classification
The Marathi language is one of the prominent languages used in India. It...
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01/11/2021
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text
The social media platform is a convenient medium to express personal tho...
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01/11/2021
Evaluating Deep Learning Approaches for Covid19 Fake News Detection
Social media platforms like Facebook, Twitter, and Instagram have enable...
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12/22/2020
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020
Recent advancements in Neural Machine Translation (NMT) models have prov...
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11/23/2020
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text
Natural language processing (NLP) techniques have become mainstream in t...
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01/19/2020