A Common Spatial Pattern Approach for Classification of Mental Counting and Motor Execution EEG. - Purvi Goel; Raviraj Joshi; Mriganka Sur; Hema A. Murthy (IHCI, 2018)

Single Trial P300 Classification Using Convolutional LSTM and Deep Learning Ensembles Method. - Raviraj Joshi; Purvi Goel; Mriganka Sur; Hema A. Murthy (IHCI, 2018)

SnapCode - A Snapshot Based Approach to Code Stylometry. - Saloni Alias Puja Sarnot; Sanjana Rinke; Rayomand Raimalwalla; Raviraj Joshi; Rahul Khengare; Purvi Goel (ICIT, 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 (EMBC, 2019)

Deep Learning for Hindi Text Classification: A Comparison. - Ramchandra Joshi; Purvi Goel; Raviraj Joshi (IHCI, 2019)

Background Sound Classification in Speech Audio Segments. - Janvijay Singh; Raviraj Joshi (SpeD, 2019)

Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text. - Ramchandra Joshi; Raviraj Joshi (CoRR, 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 Deep Learning Approaches for Covid19 Fake News Detection. - Apurva Dinesh Wani; Isha Joshi; Snehal Ishwar Khandve; Vedangi Wagh; Raviraj Joshi (CONSTRAINT@AAAI, 2021)

Attention based end to end Speech Recognition for Voice Search in Hindi and English. - Raviraj Joshi; Venkateshan Kannan (FIRE, 2021)

Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches. - Ravindra Nayak; Raviraj Joshi (FIRE (Working Notes), 2021)

Hate and Offensive Speech Detection in Hindi and Marathi. - Abhishek Velankar; Hrushikesh Patil; Amol Gore; Shubham Salunke; Raviraj Joshi (FIRE (Working Notes), 2021)

ICodeNet - A Hierarchical Neural Network Approach For Source Code Author Identification. - Pranali Bora; Tulika Awalgaonkar; Himanshu Palve; Raviraj Joshi; Purvi Goel (ICMLC, 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 (LOD, 2021)

Comparative Study of Long Document Classification. - Vedangi Wagh; Snehal Ishwar Khandve; Isha Joshi; Apurva Dinesh Wani; Geetanjali Kale; Raviraj Joshi (TENCON, 2021)

L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset. - Atharva Kulkarni; Meet Mandhane; Manali Likhitkar; Gayatri Kshirsagar; Raviraj Joshi (WASSA@EACL, 2021)

Evaluation of Deep Learning Models for Hostility Detection in Hindi Text. - Ramchandra Joshi; Rushabh Karnavat; Kaustubh Jirapure; Raviraj Joshi (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)

SISA: Securing Images by Selective Alteration. - Prutha Gaherwar; Shraddha Joshi; Raviraj Joshi; Rahul Khengare (CoRR, 2021)

Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi. - Abhishek Velankar; Hrushikesh Patil; Raviraj Joshi (ANNPR, 2022)

A Twitter BERT Approach for Offensive Language Detection in Marathi. - Tanmay Chavan; Shantanu Patankar; Aditya Kane; Omkar Gokhale; Raviraj Joshi (FIRE (Working Notes), 2022)

Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages. - Rahul Tangsali; Aabha Pingle; Aditya Vyawahare; Isha Joshi; Raviraj Joshi (FIRE (Working Notes), 2022)

Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification. - Arnav Ladkat; Aamir Miyajiwala; Samiksha Jagadale; Rekha Kulkarni; Raviraj Joshi (AACL/IJCNLP (2), 2022)

On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations. - Aamir Miyajiwala; Arnav Ladkat; Samiksha Jagadale; Raviraj Joshi (SAI (2), 2022)

On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode. - Raviraj Joshi; Subodh Kumar (SPCOM, 2022)

Hierarchical Neural Network Approaches for Long Document Classification. - Snehal Ishwar Khandve; Vedangi Wagh; Apurva Dinesh Wani; Isha Joshi; Raviraj Joshi (CoRR, 2022)

L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources. - 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-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models. - Abhishek Velankar; Hrushikesh Patil; Amol Gore; Shubham Salunke; 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-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models. - Ravindra Nayak; Raviraj Joshi (CoRR, 2022)

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

A Review of Challenges in Machine Learning based Automated Hate Speech Detection. - Abhishek Velankar; Hrushikesh Patil; 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)

L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi. - Ananya Joshi 002; Aditi Kajale; Janhavi Gadre; Samruddhi Deode; Raviraj Joshi (CoRR, 2022)

L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages. - Raviraj Joshi (CoRR, 2022)

Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages. - Ananya Joshi 002; Raviraj Joshi (FIRE (Working Notes), 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 (FIRE, 2023)

My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks. - Tanmay Chavan; Omkar Gokhale; Aditya Kane; Shantanu Patankar; Raviraj Joshi (IJCNLP (Findings), 2023)

L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT. - Samruddhi Deode; Janhavi Gadre; Aditi Kajale; Ananya Joshi 002; Raviraj Joshi (PACLIC, 2023)

Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. - Raviraj Joshi; Nikesh Garera (PACLIC, 2023)

L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models. - Aabha Pingle; Aditya Vyawahare; Isha Joshi; Rahul Tangsali; Raviraj Joshi (PACLIC, 2023)

Code-Mixed Text-to-Speech Synthesis Under Low-Resource Constraints. - Raviraj Joshi; Nikesh Garera (SPECOM (2), 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)

Leveraging Language Identification to Enhance Code-Mixed Text Classification. - Gauri Takawane; Abhishek Phaltankar; Varad Patwardhan; Aryan Patil; Raviraj Joshi; Mukta S. Takalikar (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)

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)

mahaNLP: A Marathi Natural Language Processing Library. - Vidula Magdum; Omkar Dhekane; Sharayu Hiwarkhedkar; Saloni Mittal; Raviraj Joshi (CoRR, 2023)

SenTest: Evaluating Robustness of Sentence Encoders. - Tanmay Chavan; Shantanu Patankar; Aditya Kane; Omkar Gokhale; Geetanjali Kale; Raviraj Joshi (CoRR, 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)

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 Importance of Layer Pruning for Smaller BERT Models and Low Resource Languages. - Raviraj Joshi; Amey Shembade; Mayur Shirke; Madhushri Wagh; Pavan Thorat (FIRE, 2024)

L3Cube-MahaSum: A Comprehensive Dataset and BART Models for Abstractive Text Summarization in Marathi. - Nikita Kulkarni; Kareena Manghani; Sanhita Kulkarni; Pranita Deshmukh; Raviraj Joshi (FIRE, 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 001 (NeurIPS, 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)

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)

MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering. - Ruturaj Ghatage; Aditya Kulkarni; Rajlaxmi Patil; Sharvi Endait; Raviraj Joshi (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)

TextGram: Towards a better domain-adaptive pretraining. - Sharayu Hiwarkhedkar; Saloni Mittal; Vidula Magdum; Omkar Dhekane; Raviraj Joshi; Geetanjali Kale; Arnav Ladkat (CoRR, 2024)

Universal Cross-Lingual Text Classification. - Riya Savant; Anushka Shelke; Sakshi Todmal; Sanskruti Kanphade; Ananya Joshi 002; Raviraj Joshi (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)

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)

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 001 (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)

Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages. - Tejas Deshpande; Nidhi Kowtal; Raviraj Joshi (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)

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)

Towards Building Efficient Sentence BERT Models using Layer Pruning. - Anushka Shelke; Riya Savant; 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)

Long Range Named Entity Recognition for Marathi Documents. - Pranita Deshmukh; Nikita Kulkarni; Sanhita Kulkarni; Kareena Manghani; Geetanjali Kale; 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)

On Limitations of LLM as Annotator for Low Resource Languages. - Suramya Jadhav; Abhay Shanbhag; Amogh Thakurdesai; Ridhima Sinare; 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 Importance of Code-Mixed Embeddings for Hate Speech Identification. - Shruti Jagdale; Omkar Khade; Gauri Takalikar; Mihir Inamdar; Raviraj Joshi (CoRR, 2024)

Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs. - Raviraj Joshi; Kanishk Singla; Anusha Kamath; Raunak Kalani; Rakesh Paul; Utkarsh Vaidya; Sanjay Singh Chauhan; Niranjan Wartikar; Eileen Long (COLING Workshops, 2025)

Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning. - Omkar Khade; Shruti Jagdale; Abhishek Phaltankar; Gauri Takalikar; Raviraj Joshi (COLING Workshops, 2025)

Topic Modeling in Marathi. - Sanket Shinde; Raviraj Joshi (CoRR, 2025)

Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning. - Ali Taghibakhshi; Sharath Turuvekere Sreenivas; Saurav Muralidharan; Marcin Chochowski; Yashaswi Karnati; Raviraj Joshi; Ameya Sunil Mahabaleshwarkar; Zijia Chen; Yoshi Suhara; Oluwatobi Olabiyi; Daniel Korzekwa; Mostofa Patwary; et al. (CoRR, 2025)

Better To Ask in English? Evaluating Factual Accuracy of Multilingual LLMs in English and Low-Resource Languages. - Pritika Rohera; Chaitrali Ginimav; Gayatri Sawant; Raviraj Joshi (CoRR, 2025)

IndicSQuAD: A Comprehensive Multilingual Question Answering Dataset for Indic Languages. - Sharvi Endait; Ruturaj Ghatage; Aditya Kulkarni; Rajlaxmi Patil; Raviraj Joshi (CoRR, 2025)

L3Cube-MahaEmotions: A Marathi Emotion Recognition Dataset with Synthetic Annotations using CoTR prompting and Large Language Models. - Nidhi Kowtal; Raviraj Joshi (CoRR, 2025)

Improving the Efficiency of Long Document Classification using Sentence Ranking Approach. - Prathamesh Kokate; Mitali Sarnaik; Manavi Khopade; Raviraj Joshi (CoRR, 2025)

Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study. - Rakesh Paul; Anusha Kamath; Kanishk Singla; Raviraj Joshi; Utkarsh Vaidya; Sanjay Singh Chauhan; Niranjan Wartikar (CoRR, 2025)

CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications. - Raviraj Joshi; Rakesh Paul; Kanishk Singla; Anusha Kamath; Michael Evans; Katherine Luna; Shaona Ghosh; Utkarsh Vaidya; Eileen Long; Sanjay Singh Chauhan; Niranjan Wartikar (CoRR, 2025)