Raviraj Joshi

According to our database, Raviraj Joshi authored at least 75 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On Importance of Code-Mixed Embeddings for Hate Speech Identification.

Shruti Jagdale, Omkar Khade, Gauri Takalikar, Mihir Inamdar, Raviraj Joshi

CoRR, 2024

Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning.

Omkar Khade, Shruti Jagdale, Abhishek Phaltankar, Gauri Takalikar, Raviraj Joshi

CoRR, 2024

BERT or FastText? A Comparative Analysis of Contextual as well as Non-Contextual Embeddings.

Abhay Shanbhag, Suramya Jadhav, Amogh Thakurdesai, Ridhima Sinare, Raviraj Joshi

CoRR, 2024

On Limitations of LLM as Annotator for Low Resource Languages.

Suramya Jadhav, Abhay Shanbhag, Amogh Thakurdesai, Ridhima Sinare, Raviraj Joshi

CoRR, 2024

Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus.

Raviraj Joshi, Kanishk Singla, Anusha Kamath, Raunak Kalani, Rakesh Paul, Utkarsh Vaidya, Sanjay Singh Chauhan, Niranjan Wartikar, Eileen Long

CoRR, 2024

Long Range Named Entity Recognition for Marathi Documents.

Pranita Deshmukh, Nikita Kulkarni, Sanhita Kulkarni, Kareena Manghani, Geetanjali Kale, Raviraj Joshi

CoRR, 2024

L3Cube-MahaSum: A Comprehensive Dataset and BART Models for Abstractive Text Summarization in Marathi.

Pranita Deshmukh, Nikita Kulkarni, Sanhita Kulkarni, Kareena Manghani, Raviraj Joshi

CoRR, 2024

Automated Assessment of Multimodal Answer Sheets in the STEM domain.

Rajlaxmi Patil, Aditya Kulkarni, Ruturaj Ghatage, Sharvi Endait, Geetanjali Kale, Raviraj Joshi

CoRR, 2024

Towards Building Efficient Sentence BERT Models using Layer Pruning.

Anushka Shelke, Riya Savant, Raviraj Joshi

CoRR, 2024

On Importance of Pruning and Distillation for Efficient Low Resource NLP.

Aishwarya Mirashi, Purva Lingayat, Srushti Sonavane, Tejas Padhiyar, Raviraj Joshi, Geetanjali Kale

CoRR, 2024

L3Cube-IndicQuest: A Benchmark Questing Answering Dataset for Evaluating Knowledge of LLMs in Indic Context.

Pritika Rohera, Chaitrali Ginimav, Akanksha Salunke, Gayatri Sawant, Raviraj Joshi

CoRR, 2024

Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages.

Tejas Deshpande, Nidhi Kowtal, Raviraj Joshi

CoRR, 2024

A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations.

Nidhi Kowtal, Tejas Deshpande, Raviraj Joshi

CoRR, 2024

LLM Pruning and Distillation in Practice: The Minitron Approach.

Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov

CoRR, 2024

Leveraging Parameter Efficient Training Methods for Low Resource Text Classification: A Case Study in Marathi.

Pranita Deshmukh, Nikita Kulkarni, Sanhita Kulkarni, Kareena Manghani, Raviraj Joshi

CoRR, 2024

Compact Language Models via Pruning and Knowledge Distillation.

Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov

CoRR, 2024

Curating Stopwords in Marathi: A TF-IDF Approach for Improved Text Analysis and Information Retrieval.

Rohan Chavan, Gaurav Patil, Vishal Madle, Raviraj Joshi

CoRR, 2024

Universal Cross-Lingual Text Classification.

Riya Savant, Anushka Shelke, Sakshi Todmal, Sanskruti Kanphade, Ananya Joshi, Raviraj Joshi

CoRR, 2024

TextGram: Towards a better domain-adaptive pretraining.

Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale, Arnav Ladkat

CoRR, 2024

L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi.

Saloni Mittal, Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Raviraj Joshi

CoRR, 2024

MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering.

Ruturaj Ghatage, Aditya Kulkarni, Rajlaxmi Patil, Sharvi Endait, Raviraj Joshi

CoRR, 2024

L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages.

Aishwarya Mirashi, Srushti Sonavane, Purva Lingayat, Tejas Padhiyar, Raviraj Joshi

CoRR, 2024

L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models.

Harsh Chaudhari, Anuja Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi

CoRR, 2024

2023

Language augmentation approach for code-mixed text classification.

Gauri Takawane, Abhishek Phaltankar, Varad Patwardhan, Aryan Patil, Raviraj Joshi, Mukta S. Takalikar

Nat. Lang. Process. J., 2023

On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi.

Harsh Chaudhari, Anuja Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi, Sachin Pande

CoRR, 2023

SenTest: Evaluating Robustness of Sentence Encoders.

Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Geetanjali Kale, Raviraj Joshi

CoRR, 2023

mahaNLP: A Marathi Natural Language Processing Library.

Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Saloni Mittal, Raviraj Joshi

CoRR, 2023

Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi.

Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Geetanjali Kale, Raviraj Joshi

CoRR, 2023

Enhancing Low Resource NER Using Assisting Language And Transfer Learning.

Maithili Sabane, Aparna Ranade, Onkar Litake, Parth Patil, Raviraj Joshi, Dipali Kadam

CoRR, 2023

Leveraging Language Identification to Enhance Code-Mixed Text Classification.

Gauri Takawane, Abhishek Phaltankar, Varad Patwardhan, Aryan Patil, Raviraj Joshi, Mukta S. Takalikar

CoRR, 2023

Comparative Study of Pre-Trained BERT Models for Code-Mixed Hindi-English Data.

Aryan Patil, Varad Patwardhan, Abhishek Phaltankar, Gauri Takawane, Raviraj Joshi

CoRR, 2023

Code-Mixed Text-to-Speech Synthesis Under Low-Resource Constraints.

Raviraj Joshi, Nikesh Garera

Proceedings of the Speech and Computer - 25th International Conference, 2023

L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models.

Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Raviraj Joshi

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning.

Raviraj Joshi, Nikesh Garera

Proceedings of the 37th Pacific Asia Conference on Language, 2023

L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT.

Samruddhi Deode, Janhavi Gadre, Aditi Kajale, Ananya Joshi, Raviraj Joshi

Proceedings of the 37th Pacific Asia Conference on Language, 2023

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

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

Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

L3Cube-MahaSocialNER: A Social Media based Marathi Named Entity Recognition Dataset and BERT models.

Harsh Vijay Chaudhari, Anuja Dinesh Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi

Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, 2023

Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages.

Ananya Joshi, Raviraj Joshi

Proceedings of the Working Notes of FIRE 2023, 2023

2022

L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages.

Raviraj Joshi

CoRR, 2022

L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi.

Ananya Joshi, Aditi Kajale, Janhavi Gadre, Samruddhi Deode, Raviraj Joshi

CoRR, 2022

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

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

CoRR, 2022

A Review of Challenges in Machine Learning based Automated Hate Speech Detection.

Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi

CoRR, 2022

A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data.

Raviraj Joshi, Anupam Singh

CoRR, 2022

L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library.

Raviraj Joshi

CoRR, 2022

L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models.

Ravindra Nayak, Raviraj Joshi

CoRR, 2022

L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models.

Parth Patil, Aparna Ranade, Maithili Sabane, Onkar Litake, Raviraj Joshi

CoRR, 2022

L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models.

Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi

CoRR, 2022

Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition.

Onkar Litake, Maithili Sabane, Parth Patil, Aparna Ranade, Raviraj Joshi

CoRR, 2022

L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources.

Raviraj Joshi

CoRR, 2022

Hierarchical Neural Network Approaches for Long Document Classification.

Snehal Ishwar Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi

CoRR, 2022

On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode.

Raviraj Joshi, Subodh Kumar

Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations.

Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi

Proceedings of the Intelligent Computing, 2022

Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification.

Arnav Ladkat, Aamir Miyajiwala, Samiksha Jagadale, Rekha Kulkarni, Raviraj Joshi

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages.

Rahul Tangsali, Aabha Pingle, Aditya Vyawahare, Isha Joshi, Raviraj Joshi

Proceedings of the Working Notes of FIRE 2022, 2022

A Twitter BERT Approach for Offensive Language Detection in Marathi.

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

Proceedings of the Working Notes of FIRE 2022, 2022

Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi.

Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2022

2021

SISA: Securing Images by Selective Alteration.

Prutha Gaherwar, Shraddha Joshi, Raviraj Joshi, Rahul Khengare

CoRR, 2021

Experimental Evaluation of Deep Learning models for Marathi Text Classification.

Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Jayashree Jagdale, Raviraj Joshi

CoRR, 2021

Evaluation of Deep Learning Models for Hostility Detection in Hindi Text.

Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi

CoRR, 2021

L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset.

Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Raviraj Joshi

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

Comparative Study of Long Document Classification.

Vedangi Wagh, Snehal Ishwar Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi

Proceedings of the IEEE Region 10 Conference, 2021

ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models.

Rutuja Taware, Shraddha Varat, Gaurav Salunke, Chaitanya Gawande, Geetanjali Kale, Rahul Khengare, Raviraj Joshi

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

ICodeNet - A Hierarchical Neural Network Approach For Source Code Author Identification.

Pranali Bora, Tulika Awalgaonkar, Himanshu Palve, Raviraj Joshi, Purvi Goel

Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

Hate and Offensive Speech Detection in Hindi and Marathi.

Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi

Proceedings of the Working Notes of FIRE 2021, 2021

Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches.

Ravindra Nayak, Raviraj Joshi

Proceedings of the Working Notes of FIRE 2021, 2021

Attention based end to end Speech Recognition for Voice Search in Hindi and English.

Raviraj Joshi, Venkateshan Kannan

Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

Evaluating Deep Learning Approaches for Covid19 Fake News Detection.

Apurva Wani, Isha Joshi, Snehal Ishwar Khandve, Vedangi Wagh, Raviraj Joshi

Proceedings of the Combating Online Hostile Posts in Regional Languages during Emergency Situation, 2021

2020

Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020.

Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi

CoRR, 2020

Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text.

Ramchandra Joshi, Raviraj Joshi

CoRR, 2020

2019

Background Sound Classification in Speech Audio Segments.

Janvijay Singh, Raviraj Joshi

Proceedings of the 2019 International Conference on Speech Technology and Human-Computer Dialogue, 2019

Deep Learning for Hindi Text Classification: A Comparison.

Ramchandra Joshi, Purvi Goel, Raviraj Joshi

Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

Level-wise Subject adaptation to improve classification of motor and mental EEG tasks.

Rini A. Sharon, Sidharth Aggarwal, Purvi Goel, Raviraj Joshi, Mriganka Sur, Hema A. Murthy, Sriram Ganapathy

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

SnapCode - A Snapshot Based Approach to Code Stylometry.

Saloni Alias Puja Sarnot, Sanjana Rinke, Rayomand Raimalwalla, Raviraj Joshi, Rahul Khengare, Purvi Goel

Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019

2018

Single Trial P300 Classification Using Convolutional LSTM and Deep Learning Ensembles Method.

Raviraj Joshi, Purvi Goel, Mriganka Sur, Hema A. Murthy

Proceedings of the Intelligent Human Computer Interaction - 10th International Conference, 2018

A Common Spatial Pattern Approach for Classification of Mental Counting and Motor Execution EEG.

Purvi Goel, Raviraj Joshi, Mriganka Sur, Hema A. Murthy

Proceedings of the Intelligent Human Computer Interaction - 10th International Conference, 2018