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2020 – today
- 2024
[i61]Harsh Chaudhari, Anuja Patil, Dhanashree Lavekar, Pranav Khairnar, Raviraj Joshi:
L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models. CoRR abs/2401.00170 (2024)- [i60]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 abs/2401.02254 (2024) - [i59]Ruturaj Ghatage, Aditya Kulkarni, Rajlaxmi Patil, Sharvi Endait, Raviraj Joshi:
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering. CoRR abs/2404.13364 (2024) - [i58]Saloni Mittal, Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Raviraj Joshi:
L3Cube-MahaNews: News-based Short Text and Long Document Classification Datasets in Marathi. CoRR abs/2404.18216 (2024) - [i57]Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale, Arnav Ladkat:
TextGram: Towards a better domain-adaptive pretraining. CoRR abs/2404.18228 (2024) - [i56]Riya Savant, Anushka Shelke, Sakshi Todmal, Sanskruti Kanphade, Ananya Joshi, Raviraj Joshi:
Universal Cross-Lingual Text Classification. CoRR abs/2406.11028 (2024) - [i55]Rohan Chavan, Gaurav Patil, Vishal Madle, Raviraj Joshi:
Curating Stopwords in Marathi: A TF-IDF Approach for Improved Text Analysis and Information Retrieval. CoRR abs/2406.11029 (2024) - [i54]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 abs/2407.14679 (2024) - [i53]Pranita Deshmukh, Nikita Kulkarni, Sanhita Kulkarni, Kareena Manghani, Raviraj Joshi:
Leveraging Parameter Efficient Training Methods for Low Resource Text Classification: A Case Study in Marathi. CoRR abs/2408.03172 (2024) - [i52]Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov:
LLM Pruning and Distillation in Practice: The Minitron Approach. CoRR abs/2408.11796 (2024) - [i51]Nidhi Kowtal, Tejas Deshpande, Raviraj Joshi:
A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations. CoRR abs/2409.02712 (2024) - [i50]Tejas Deshpande, Nidhi Kowtal, Raviraj Joshi:
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages. CoRR abs/2409.04512 (2024) - [i49]Pritika Rohera, Chaitrali Ginimav, Akanksha Salunke, Gayatri Sawant, Raviraj Joshi:
L3Cube-IndicQuest: A Benchmark Questing Answering Dataset for Evaluating Knowledge of LLMs in Indic Context. CoRR abs/2409.08706 (2024) - [i48]Aishwarya Mirashi, Purva Lingayat, Srushti Sonavane, Tejas Padhiyar, Raviraj Joshi, Geetanjali Kale:
On Importance of Pruning and Distillation for Efficient Low Resource NLP. CoRR abs/2409.14162 (2024) - [i47]Anushka Shelke, Riya Savant, Raviraj Joshi:
Towards Building Efficient Sentence BERT Models using Layer Pruning. CoRR abs/2409.14168 (2024) - [i46]Rajlaxmi Patil, Aditya Kulkarni, Ruturaj Ghatage, Sharvi Endait, Geetanjali Kale, Raviraj Joshi:
Automated Assessment of Multimodal Answer Sheets in the STEM domain. CoRR abs/2409.15749 (2024) - 2023
- [j1]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: 100042 (2023) - [c27]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: 93-100 - [c26]Ananya Joshi, Raviraj Joshi:
Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages. FIRE (Working Notes) 2023: 427-434 - [c25]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: 242-249 - [c24]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: 154-163 - [c23]Raviraj Joshi, Nikesh Garera:
Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. PACLIC 2023: 267-273 - [c22]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: 274-281 - [c21]Raviraj Joshi, Nikesh Garera:
Code-Mixed Text-to-Speech Synthesis Under Low-Resource Constraints. SPECOM (2) 2023: 151-163 - [i45]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 abs/2304.11434 (2023) - [i44]Aryan Patil, Varad Patwardhan, Abhishek Phaltankar, Gauri Takawane, Raviraj Joshi:
Comparative Study of Pre-Trained BERT Models for Code-Mixed Hindi-English Data. CoRR abs/2305.15722 (2023) - [i43]Gauri Takawane, Abhishek Phaltankar, Varad Patwardhan, Aryan Patil, Raviraj Joshi, Mukta S. Takalikar:
Leveraging Language Identification to Enhance Code-Mixed Text Classification. CoRR abs/2306.04964 (2023) - [i42]Maithili Sabane, Aparna Ranade, Onkar Litake, Parth Patil, Raviraj Joshi, Dipali Kadam:
Enhancing Low Resource NER Using Assisting Language And Transfer Learning. CoRR abs/2306.06477 (2023) - [i41]Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Raviraj Joshi:
L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models. CoRR abs/2306.13888 (2023) - [i40]Tanmay Chavan, Omkar Gokhale, Aditya Kane, Shantanu Patankar, Raviraj Joshi:
My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks. CoRR abs/2306.14030 (2023) - [i39]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 abs/2310.00734 (2023) - [i38]Ananya Joshi, Raviraj Joshi:
Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages. CoRR abs/2310.02249 (2023) - [i37]Vidula Magdum, Omkar Dhekane, Sharayu Hiwarkhedkar, Saloni Mittal, Raviraj Joshi:
mahaNLP: A Marathi Natural Language Processing Library. CoRR abs/2311.02579 (2023) - [i36]Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Geetanjali Kale, Raviraj Joshi:
SenTest: Evaluating Robustness of Sentence Encoders. CoRR abs/2311.17722 (2023) - [i35]Raviraj Joshi, Nikesh Garera:
Code-Mixed Text to Speech Synthesis under Low-Resource Constraints. CoRR abs/2312.01103 (2023) - [i34]Raviraj Joshi, Nikesh Garera:
Rapid Speaker Adaptation in Low Resource Text to Speech Systems using Synthetic Data and Transfer learning. CoRR abs/2312.01107 (2023) - [i33]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 abs/2312.01306 (2023) - 2022
- [c20]Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi:
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi. ANNPR 2022: 121-128 - [c19]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: 449-463 - [c18]Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Raviraj Joshi:
A Twitter BERT Approach for Offensive Language Detection in Marathi. FIRE (Working Notes) 2022: 522-528 - [c17]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: 320-325 - [c16]Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi:
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations. SAI (2) 2022: 613-626 - [c15]Raviraj Joshi, Subodh Kumar:
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode. SPCOM 2022: 1-4 - [i32]Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi:
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations. CoRR abs/2201.00318 (2022) - [i31]Snehal Ishwar Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi:
Hierarchical Neural Network Approaches for Long Document Classification. CoRR abs/2201.06774 (2022) - [i30]Raviraj Joshi:
L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources. CoRR abs/2202.01159 (2022) - [i29]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 abs/2203.12907 (2022) - [i28]Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi:
L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models. CoRR abs/2203.13778 (2022) - [i27]Parth Patil, Aparna Ranade, Maithili Sabane, Onkar Litake, Raviraj Joshi:
L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models. CoRR abs/2204.06029 (2022) - [i26]Ravindra Nayak, Raviraj Joshi:
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models. CoRR abs/2204.08398 (2022) - [i25]Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi:
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi. CoRR abs/2204.08669 (2022) - [i24]Raviraj Joshi:
L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library. CoRR abs/2205.14728 (2022) - [i23]Raviraj Joshi, Subodh Kumar:
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode. CoRR abs/2206.12829 (2022) - [i22]Raviraj Joshi, Anupam Singh:
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data. CoRR abs/2206.13240 (2022) - [i21]Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi:
A Review of Challenges in Machine Learning based Automated Hate Speech Detection. CoRR abs/2209.05294 (2022) - [i20]Arnav Ladkat, Aamir Miyajiwala, Samiksha Jagadale, Rekha Kulkarni, Raviraj Joshi:
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification. CoRR abs/2209.12943 (2022) - [i19]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 abs/2210.04267 (2022) - [i18]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 abs/2211.11187 (2022) - [i17]Raviraj Joshi:
L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages. CoRR abs/2211.11418 (2022) - [i16]Rahul Tangsali, Aabha Pingle, Aditya Vyawahare, Isha Joshi, Raviraj Joshi:
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages. CoRR abs/2212.05702 (2022) - [i15]Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Raviraj Joshi:
A Twitter BERT Approach for Offensive Language Detection in Marathi. CoRR abs/2212.10039 (2022) - 2021
- [c14]Apurva Wani, Isha Joshi, Snehal Ishwar Khandve, Vedangi Wagh, Raviraj Joshi:
Evaluating Deep Learning Approaches for Covid19 Fake News Detection. CONSTRAINT@AAAI 2021: 153-163 - [c13]Raviraj Joshi, Venkateshan Kannan:
Attention based end to end Speech Recognition for Voice Search in Hindi and English. FIRE 2021: 107-113 - [c12]Ravindra Nayak, Raviraj Joshi:
Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches. FIRE (Working Notes) 2021: 217-225 - [c11]Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi:
Hate and Offensive Speech Detection in Hindi and Marathi. FIRE (Working Notes) 2021: 239-247 - [c10]Pranali Bora, Tulika Awalgaonkar, Himanshu Palve, Raviraj Joshi, Purvi Goel:
ICodeNet - A Hierarchical Neural Network Approach For Source Code Author Identification. ICMLC 2021: 180-185 - [c9]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: 235-249 - [c8]Vedangi Wagh, Snehal Ishwar Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi:
Comparative Study of Long Document Classification. TENCON 2021: 732-737 - [c7]Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Raviraj Joshi:
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset. WASSA@EACL 2021: 213-220 - [i14]Apurva Wani, Isha Joshi, Snehal Ishwar Khandve, Vedangi Wagh, Raviraj Joshi:
Evaluating Deep Learning Approaches for Covid19 Fake News Detection. CoRR abs/2101.04012 (2021) - [i13]Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi:
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text. CoRR abs/2101.04144 (2021) - [i12]Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Jayashree Jagdale, Raviraj Joshi:
Experimental Evaluation of Deep Learning models for Marathi Text Classification. CoRR abs/2101.04899 (2021) - [i11]Pranali Bora, Tulika Awalgaonkar, Himanshu Palve, Raviraj Joshi, Purvi Goel:
ICodeNet - A Hierarchical Neural Network Approach for Source Code Author Identification. CoRR abs/2102.00230 (2021) - [i10]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 abs/2102.00238 (2021) - [i9]Atharva Kulkarni, Meet Mandhane, Manali Likhitkar, Gayatri Kshirsagar, Raviraj Joshi:
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset. CoRR abs/2103.11408 (2021) - [i8]Prutha Gaherwar, Shraddha Joshi, Raviraj Joshi, Rahul Khengare:
SISA: Securing Images by Selective Alteration. CoRR abs/2106.11770 (2021) - [i7]Ravindra Nayak, Raviraj Joshi:
Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches. CoRR abs/2110.09338 (2021) - [i6]Abhishek Velankar, Hrushikesh Patil, Amol Gore, Shubham Salunke, Raviraj Joshi:
Hate and Offensive Speech Detection in Hindi and Marathi. CoRR abs/2110.12200 (2021) - [i5]Vedangi Wagh, Snehal Ishwar Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi:
Comparative Study of Long Document Classification. CoRR abs/2111.00702 (2021) - [i4]Raviraj Joshi, Venkateshan Kannan:
Attention based end to end Speech Recognition for Voice Search in Hindi and English. CoRR abs/2111.10208 (2021) - 2020
- [i3]Ramchandra Joshi, Purvi Goel, Raviraj Joshi:
Deep Learning for Hindi Text Classification: A Comparison. CoRR abs/2001.10340 (2020) - [i2]Ramchandra Joshi, Raviraj Joshi:
Evaluating Input Representation for Language Identification in Hindi-English Code Mixed Text. CoRR abs/2011.11263 (2020) - [i1]Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi:
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020. CoRR abs/2012.12112 (2020)
2010 – 2019
- 2019
- [c6]Saloni Alias Puja Sarnot, Sanjana Rinke, Rayomand Raimalwalla, Raviraj Joshi, Rahul Khengare, Purvi Goel:
SnapCode - A Snapshot Based Approach to Code Stylometry. ICIT 2019: 337-341 - [c5]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: 6172-6175 - [c4]Ramchandra Joshi, Purvi Goel, Raviraj Joshi:
Deep Learning for Hindi Text Classification: A Comparison. IHCI 2019: 94-101 - [c3]Janvijay Singh, Raviraj Joshi:
Background Sound Classification in Speech Audio Segments. SpeD 2019: 1-6 - 2018
- [c2]Raviraj Joshi, Purvi Goel, Mriganka Sur, Hema A. Murthy:
Single Trial P300 Classification Using Convolutional LSTM and Deep Learning Ensembles Method. IHCI 2018: 3-15 - [c1]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: 26-35
Coauthor Index
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