| 2025 | COLING | 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 |
| 2025 | COLING | Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning. | Omkar Khade, Shruti Jagdale, Abhishek Phaltankar, Gauri Takalikar, Raviraj Joshi |
| 2025 | IJCNLP | 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 Peters Long, Sanjay Singh Chauhan, Niranjan Wartikar |
| 2025 | PACLIC | IndicSQuAD : A Comprehensive Multilingual Question Answering Dataset for Indic Languages. | Sharvi Endait, Ruturaj Ghatage, Aditya Kulkarni, Rajlaxmi Patil, Raviraj Joshi |
| 2025 | PACLIC | Improving the Efficiency of Long Document Classification using Sentence Ranking Approach. | Prathamesh Kokate, Mitali Sarnaik, Manavi Khopade, Raviraj Joshi |
| 2025 | PACLIC | L3Cube-MahaEmotions: A Marathi Emotion Recognition Dataset with Synthetic Annotations using CoTR prompting and Large Language Models. | Nidhi Kowtal, Raviraj Joshi |
| 2025 | PACLIC | MahaParaphrase: A Marathi Paraphrase Detection Corpus and BERT-based Models. | Abhay Shanbhag, Suramya Jadhav, Amogh Thakurdesai, Ridhima Sinare, Raviraj Joshi, Ananya Joshi |
| 2024 | PACLIC | Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages. | Nidhi Kowtal, Tejas Deshpande, Raviraj Joshi |
| 2024 | PACLIC | L3Cube-IndicQuest: A Benchmark Question Answering Dataset for Evaluating Knowledge of LLMs in Indic Context. | Pritika Rohera, Chaitrali Ginimav, Akanksha Salunke, Gayatri Sawant, Raviraj Joshi |
| 2024 | PACLIC | Towards Building Efficient Sentence BERT Models using Layer Pruning. | Anushka Shelke, Riya Savant, Raviraj Joshi |
| 2023 | IJCNLP | My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks. | Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi |
| 2023 | PACLIC | L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT. | Samruddhi Deode, Janhavi Gadre, Aditi Kajale, Ananya Joshi, Raviraj Joshi |
| 2023 | PACLIC | Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. | Raviraj Joshi, Nikesh Garera |
| 2023 | PACLIC | L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models. | Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Raviraj Joshi |
| 2022 | IJCNLP | Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification. | Arnav Ladkat, Aamir Miyajiwala, Samiksha Jagadale, Rekha Kulkarni, Raviraj Joshi |
| 2021 | AAAI | Evaluating Deep Learning Approaches for Covid19 Fake News Detection. | Apurva Dinesh Wani, Isha Joshi, Snehal Ishwar Khandve, Vedangi Wagh, Raviraj Joshi |
| 2021 | Tencon | Comparative Study of Long Document Classification. | Vedangi Wagh, Snehal Ishwar Khandve, Isha Joshi, Apurva Dinesh Wani, Geetanjali Kale, Raviraj Joshi |
| 2019 | CIT | SnapCode - A Snapshot Based Approach to Code Stylometry. | Saloni Alias Puja Sarnot, Sanjana Rinke, Rayomand Raimalwalla, Raviraj Joshi, Rahul Khengare, Purvi Goel |