Raviraj Joshi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 81

Top Topics

Text Classification

Top Venues

FIRE (Working Notes)

Publications

Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale, Arnav Ladkat
TextGram: Towards a better domain-adaptive pretraining. CoRR (2024)
Aishwarya Mirashi, Srushti Sonavane, Purva Lingayat, Tejas Padhiyar, Raviraj Joshi
L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages. CoRR (2024)
Saloni Mittal, Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Raviraj Joshi
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi. CoRR (2024)
Riya Savant, Anushka Shelke, Sakshi Todmal, Sanskruti Kanphade, Ananya Joshi, Raviraj Joshi
Universal Cross-Lingual Text Classification. CoRR (2024)
Harsh Chaudhari, Anuja Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi
L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models. CoRR (2024)
Rohan Chavan, Gaurav Patil, Vishal Madle, Raviraj Joshi
Curating Stopwords in Marathi: A TF-IDF Approach for Improved Text Analysis and Information Retrieval. CoRR (2024)
Ruturaj Ghatage, Aditya Kulkarni, Rajlaxmi Patil, Sharvi Endait, Raviraj Joshi
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering. CoRR (2024)
Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov
Compact Language Models via Pruning and Knowledge Distillation. CoRR (2024)
Aryan Patil, Varad Patwardhan, Abhishek Phaltankar, Gauri Takawane, Raviraj Joshi
Comparative Study of Pre-Trained BERT Models for Code-Mixed Hindi-English Data. CoRR (2023)
Samruddhi Deode, Janhavi Gadre, Aditi Kajale, Ananya Joshi, Raviraj Joshi
L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT. PACLIC (2023)
Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Saloni Mittal, Raviraj Joshi
mahaNLP: A Marathi Natural Language Processing Library. CoRR (2023)
Maithili Sabane, Aparna Ranade, Onkar Litake, Parth Patil, Raviraj Joshi, Dipali Kadam
Enhancing Low Resource NER Using Assisting Language And Transfer Learning. CoRR (2023)
Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Raviraj Joshi
L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models. CoRR (2023)
Ananya Joshi, Raviraj Joshi
Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages. CoRR (2023)
Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks. CoRR (2023)
Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks. IJCNLP (Findings) (2023)
Gauri Takawane, Abhishek Phaltankar, Varad Patwardhan, Aryan Patil, Raviraj Joshi, Mukta S. Takalikar
Leveraging Language Identification to Enhance Code-Mixed Text Classification. CoRR (2023)
Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Geetanjali Kale, Raviraj Joshi
Robust Sentiment Analysis for Low Resource languages Using Data Augmentation Approaches: A Case Study in Marathi. CoRR (2023)
Raviraj Joshi, Nikesh Garera
Code-Mixed Text to Speech Synthesis under Low-Resource Constraints. CoRR (2023)
Raviraj Joshi, Nikesh Garera
Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. CoRR (2023)
Harsh Vijay Chaudhari, Anuja Dinesh Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi
L3Cube-MahaSocialNER: A Social Media based Marathi Named Entity Recognition Dataset and BERT models. FIRE (2023)
Harsh Chaudhari, Anuja Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi, Sachin Pande
On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi. CoRR (2023)
Raviraj Joshi, Nikesh Garera
Code-Mixed Text-to-Speech Synthesis Under Low-Resource Constraints. SPECOM (2) (2023)
Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Geetanjali Kale, Raviraj Joshi
SenTest: Evaluating Robustness of Sentence Encoders. CoRR (2023)
Gauri Takawane, Abhishek Phaltankar, Varad Patwardhan, Aryan Patil, Raviraj Joshi, Mukta S. Takalikar
Language augmentation approach for code-mixed text classification. Nat. Lang. Process. J. 5 (2023)
Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Raviraj Joshi
L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models. PACLIC (2023)
Raviraj Joshi, Nikesh Garera
Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. PACLIC (2023)
Samruddhi Deode, Janhavi Gadre, Aditi Kajale, Ananya Joshi, Raviraj Joshi
L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT. CoRR (2023)
Ananya Joshi, Raviraj Joshi
Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages. FIRE (Working Notes) (2023)
Raviraj Joshi
L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources. CoRR (2022)
Raviraj Joshi, Subodh Kumar
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode. SPCOM (2022)
Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations. SAI (2) (2022)
Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations. CoRR (2022)
Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi
L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models. CoRR (2022)
Ananya Joshi, Aditi Kajale, Janhavi Gadre, Samruddhi Deode, Raviraj Joshi
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi. CoRR (2022)
Parth Patil, Aparna Ranade, Maithili Sabane, Onkar Litake, Raviraj Joshi
L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models. CoRR (2022)
Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Raviraj Joshi
A Twitter BERT Approach for Offensive Language Detection in Marathi. CoRR (2022)
Rahul Tangsali, Aabha Pingle, Aditya Vyawahare, Isha Joshi, Raviraj Joshi
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages. FIRE (Working Notes) (2022)
Omkar Gokhale, Aditya Kane, Shantanu Patankar, Tanmay Chavan, Raviraj Joshi
Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection. CoRR (2022)
Arnav Ladkat, Aamir Miyajiwala, Samiksha Jagadale, Rekha Kulkarni, Raviraj Joshi
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification. AACL/IJCNLP (2) (2022)
Raviraj Joshi
L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library. CoRR (2022)
Snehal Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi
Hierarchical Neural Network Approaches for Long Document Classification. CoRR (2022)
Rahul Tangsali, Aabha Pingle, Aditya Vyawahare, Isha Joshi, Raviraj Joshi
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages. CoRR (2022)
Raviraj Joshi, Anupam Singh
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data. CoRR (2022)
Arnav Ladkat, Aamir Miyajiwala, Samiksha Jagadale, Rekha Kulkarni, Raviraj Joshi
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification. CoRR (2022)
Raviraj Joshi
L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages. CoRR (2022)
Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi. ANNPR (2022)
Ravindra Nayak, Raviraj Joshi
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models. CoRR (2022)
Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi. CoRR (2022)
Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi
A Review of Challenges in Machine Learning based Automated Hate Speech Detection. CoRR (2022)
Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Raviraj Joshi
A Twitter BERT Approach for Offensive Language Detection in Marathi. FIRE (Working Notes) (2022)
Raviraj Joshi, Subodh Kumar
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode. CoRR (2022)
Onkar Litake, Maithili Sabane, Parth Patil, Aparna Ranade, Raviraj Joshi
Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition. CoRR (2022)
Rutuja Taware, Shraddha Varat, Gaurav Salunke, Chaitanya Gawande, Geetanjali Kale, Rahul Khengare, Raviraj Joshi
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models. LOD (2021)
Vedangi Wagh, Snehal Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi
Comparative Study of Long Document Classification. TENCON (2021)
Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi
Hate and Offensive Speech Detection in Hindi and Marathi. CoRR (2021)
Ravindra Nayak, Raviraj Joshi
Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches. FIRE (Working Notes) (2021)
Pranali Bora, Tulika Awalgaonkar, Himanshu Palve, Raviraj Joshi, Purvi Goel
ICodeNet - A Hierarchical Neural Network Approach For Source Code Author Identification. ICMLC (2021)
Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Raviraj Joshi
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset. WASSA@EACL (2021)
Ravindra Nayak, Raviraj Joshi
Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches. CoRR (2021)
Apurva Wani, Isha Joshi, Snehal Khandve, Vedangi Wagh, Raviraj Joshi
Evaluating Deep Learning Approaches for Covid19 Fake News Detection. CoRR (2021)
Pranali Bora, Tulika Awalgaonkar, Himanshu Palve, Raviraj Joshi, Purvi Goel
ICodeNet - A Hierarchical Neural Network Approach for Source Code Author Identification. CoRR (2021)
Raviraj Joshi, Venkateshan Kannan
Attention based end to end Speech Recognition for Voice Search in Hindi and English. CoRR (2021)
Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text. CoRR (2021)
Raviraj Joshi, Venkateshan Kannan
Attention based end to end Speech Recognition for Voice Search in Hindi and English. FIRE (2021)
Apurva Wani, Isha Joshi, Snehal Khandve, Vedangi Wagh, Raviraj Joshi
Evaluating Deep Learning Approaches for Covid19 Fake News Detection. CONSTRAINT@AAAI (2021)
Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi
Hate and Offensive Speech Detection in Hindi and Marathi. FIRE (Working Notes) (2021)
Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Jayashree Jagdale, Raviraj Joshi
Experimental Evaluation of Deep Learning models for Marathi Text Classification. CoRR (2021)
Prutha Gaherwar, Shraddha Joshi, Raviraj Joshi, Rahul Khengare
SISA: Securing Images by Selective Alteration. CoRR (2021)
Rutuja Taware, Shraddha Varat, Gaurav Salunke, Chaitanya Gawande, Geetanjali Kale, Rahul Khengare, Raviraj Joshi
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models. CoRR (2021)
Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Raviraj Joshi
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset. CoRR (2021)
Vedangi Wagh, Snehal Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi
Comparative Study of Long Document Classification. CoRR (2021)
Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020. CoRR (2020)
Ramchandra Joshi, Purvi Goel, Raviraj Joshi
Deep Learning for Hindi Text Classification: A Comparison. CoRR (2020)
Ramchandra Joshi, Raviraj Joshi
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text. CoRR (2020)
Ramchandra Joshi, Purvi Goel, Raviraj Joshi
Deep Learning for Hindi Text Classification: A Comparison. IHCI (2019)
Janvijay Singh, Raviraj Joshi
Background Sound Classification in Speech Audio Segments. SpeD (2019)
Saloni Alias Puja Sarnot, Sanjana Rinke, Rayomand Raimalwalla, Raviraj Joshi, Rahul Khengare, Purvi Goel
SnapCode - A Snapshot Based Approach to Code Stylometry. ICIT (2019)
Rini A. Sharon, Sidharth Aggarwal, Purvi Goel, Raviraj Joshi, Mriganka Sur, Hema A. Murthy, Sriram Ganapathy
Level-wise Subject adaptation to improve classification of motor and mental EEG tasks. EMBC (2019)
Purvi Goel, Raviraj Joshi, Mriganka Sur, Hema A. Murthy
A Common Spatial Pattern Approach for Classification of Mental Counting and Motor Execution EEG. IHCI (2018)
Raviraj Joshi, Purvi Goel, Mriganka Sur, Hema A. Murthy
Single Trial P300 Classification Using Convolutional LSTM and Deep Learning Ensembles Method. IHCI (2018)