Raj Dabre

Most-cited papers

IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages
Jay Gala, Pranjal A. Chitale, AK Raghavan, Sumanth Doddapaneni +10 more
2023arXiv.org323 citations Open access
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CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
Artem Abzaliev, David Ifeoluwa Adelani, Henok Biadglign Ademtew, Farid Adilazuarda +72 more
2024Neural Information Processing Systems153 citations
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IndicBART: A Pre-trained Model for Indic Natural Language Generation
Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully +2 more
2021Findings118 citations Open access
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Natural Language Processing for Dialects of a Language: A Survey
A. Joshi, Raj Dabre, Diptesh Kanojia, Zhuang Li +3 more
2024ACM Computing Surveys111 citations Open access
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PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities
S. Sravanthi, Meet Doshi, Pavan Tankala, Rudra Murthy +2 more
2024Findings of the Association for Computational Linguistics ACL 2024108 citations Open access
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IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages
Mohammed Safi Ur Rahman Khan, Priyam Mehta, A. Sankar, Umashankar Kumaravelan +8 more
2024Annual Meeting of the Association for Computational Linguistics76 citations Open access
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Turning Whisper into Real-Time Transcription System
Dominik Machácek, Raj Dabre, Ondrej Bojar
2023International Joint Conference on Natural Language Processing74 citations Open access
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Overview of the 8th Workshop on Asian Translation
Toshiaki Nakazawa, Hideki Nakayama, Chenchen Ding, Raj Dabre +12 more
2021Workshop on Asian Translation63 citations Open access
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IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages
Aman Kumar, Himani Shrotriya, P. Sahu, Amogh Mishra +5 more
2022Conference on Empirical Methods in Natural Language Processing62 citations Open access
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WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha +47 more
2024North American Chapter of the Association for Computational Linguistics54 citations
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IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages
Ananya Sai B, Tanay Dixit, Vignesh Nagarajan, Anoop Kunchukuttan +3 more
2022Annual Meeting of the Association for Computational Linguistics49 citations Open access
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Airavata: Introducing Hindi Instruction-tuned LLM
Jay Gala, Thanmay Jayakumar, Jaavid Aktar Husain, M. AswanthKumar +7 more
2024arXiv.org47 citations
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Overview of the 7th Workshop on Asian Translation
Toshiaki Nakazawa, Hideki Nakayama, Chenchen Ding, Raj Dabre +8 more
2020Workshop on Asian Translation46 citations Open access
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RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization
Jaavid Aktar Husain, Raj Dabre, Aswanth Kumar, Jay Gala +3 more
2024Annual Meeting of the Association for Computational Linguistics40 citations Open access
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IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages
Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully +2 more
2021arXiv.org40 citations
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SciCap+: A Knowledge Augmented Dataset to Study the Challenges of Scientific Figure Captioning
Zhishen Yang, Raj Dabre, Hideki Tanaka, N. Okazaki
2023SDU@AAAI38 citations Open access
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Fusion of Self-supervised Learned Models for MOS Prediction
Zhengdong Yang, Wang-Jin Zhou, Chen-Hui Chu, Sheng Li +3 more
2022Interspeech36 citations Open access
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A Comprehensive Survey of Multilingual Neural Machine Translation
Raj Dabre, Chen-Hui Chu, Anoop Kunchukuttan
2020arXiv.org36 citations
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An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models
Nandini Mundra, Aditya Nanda Kishore Khandavally, Raj Dabre, Ratish Puduppully +2 more
2024Conference on Computational Natural Language Learning32 citations
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An Empirical Study of In-context Learning in LLMs for Machine Translation
Pranjal A. Chitale, Jay Gala, Raj Dabre
2024Annual Meeting of the Association for Computational Linguistics27 citations Open access
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Extremely low-resource neural machine translation for Asian languages
Raphaël Rubino, Benjamin Marie, Raj Dabre, Atushi Fujita +2 more
2020Machine Translation27 citations Open access
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Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages
N. R. Robinson, Raj Dabre, Ammon Shurtz, Rasul Dent +13 more
2024North American Chapter of the Association for Computational Linguistics26 citations
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Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs
Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh, Raj Dabre +2 more
2024Annual Meeting of the Association for Computational Linguistics25 citations
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Overview of the 9th Workshop on Asian Translation
Toshiaki Nakazawa, Hideya Mino, Isao Goto, Raj Dabre +10 more
2022Workshop on Asian Translation22 citations
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CreoleVal: Multilingual Multitask Benchmarks for Creoles
Heather Lent, Kushal Tatariya, Raj Dabre, Yi-Yi Chen +14 more
2023Transactions of the Association for Computational Linguistics21 citations Open access
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CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation
Aswanth Kumar, Ratish Puduppully, Raj Dabre, Anoop Kunchukuttan
2023Conference on Empirical Methods in Natural Language Processing19 citations Open access
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A Comprehensive Analysis of Adapter Efficiency
Nandini Mundra, Sumanth Doddapaneni, Raj Dabre, Anoop Kunchukuttan +2 more
2023COMAD/CODS18 citations Open access
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KreolMorisienMT: A Dataset for Mauritian Creole Machine Translation
Raj Dabre, A. Sukhoo
2022AACL/IJCNLP18 citations Open access
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MT Metrics Correlate with Human Ratings of Simultaneous Speech Translation
Dominik Machácek, Ondrej Bojar, Raj Dabre
2022International Workshop on Spoken Language Translation16 citations Open access
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Softmax Tempering for Training Neural Machine Translation Models
Raj Dabre, Atsushi Fujita
2020arXiv.org15 citations
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Low-resource Multilingual Neural Translation Using Linguistic Feature-based Relevance Mechanisms
Abhisek Chakrabarty, Raj Dabre, Chenchen Ding, M. Utiyama +1 more
2023ACM Trans. Asian Low Resour. Lang. Inf. Process.14 citations Open access
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IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages
Aman Kumar, Himani Shrotriya, P. Sahu, Raj Dabre +5 more
2022arXiv.org14 citations Open access
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YANMTT: Yet Another Neural Machine Translation Toolkit
Raj Dabre, Diptesh Kanojia, Chinmay Sawant, E. Sumita
2021Annual Meeting of the Association for Computational Linguistics14 citations Open access
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Multilingual Neural Machine Translation
Raj Dabre, Chen-Hui Chu, Anoop Kunchukuttan
2020International Conference on Computational Linguistics14 citations Open access
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How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages?
Anushka Singh, Ananya B. Sai, Raj Dabre, Ratish Puduppully +2 more
2024Annual Meeting of the Association for Computational Linguistics13 citations
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Pre-training via Leveraging Assisting Languages for Neural Machine Translation
Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng +2 more
2020Annual Meeting of the Association for Computational Linguistics13 citations Open access
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Simultaneous Multi-Pivot Neural Machine Translation
Raj Dabre, Aizhan Imankulova, Masahiro Kaneko, Abhisek Chakrabarty
2021arXiv.org12 citations
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Improving Low-Resource NMT through Relevance Based Linguistic Features Incorporation
A. Chakrabarty, Raj Dabre, Chenchen Ding, M. Utiyama +1 more
2020International Conference on Computational Linguistics12 citations Open access
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Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)
O. Bojar, Rajen Chatterjee, C. Federmann, Mark Fishel +496 more
201911 citations Open access
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An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models
Varun Gumma, Raj Dabre, Pratyush Kumar
2023European Association for Machine Translation Conferences/Workshops10 citations Open access
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NICT’s Cascaded and End-To-End Speech Translation Systems using Whisper and IndicTrans2 for the Indic Task
Raj Dabre, Haiyue Song
2024International Workshop on Spoken Language Translation9 citations Open access
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MOS-FAD: Improving Fake Audio Detection Via Automatic Mean Opinion Score Prediction
Wang-Jin Zhou, Zheng-Dong Yang, Chen-Hui Chu, Sheng Li +3 more
2024IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations Open access
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NGLUEni: Benchmarking and Adapting Pretrained Language Models for Nguni Languages
Francois Meyer, Haiyue Song, Abhisek Chakrabarty, Jan Buys +2 more
2024International Conference on Language Resources and Evaluation9 citations
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Pretraining Language Models Using Translationese
Meet Doshi, Raj Dabre, Pushpak Bhattacharyya
2024Conference on Empirical Methods in Natural Language Processing8 citations Open access
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A Morphology-Based Investigation of Positional Encodings
Poulami Ghosh, Shikhar Vashishth, Raj Dabre, Pushpak Bhattacharyya
2024Conference on Empirical Methods in Natural Language Processing8 citations
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Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation
Zhuoyuan Mao, Raj Dabre, Qianying Liu, Haiyue Song +2 more
2023Annual Meeting of the Association for Computational Linguistics8 citations Open access
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Findings of WMT 2024's MultiIndic22MT Shared Task for Machine Translation of 22 Indian Languages
Raj Dabre, Anoop Kunchukuttan
2024Conference on Machine Translation7 citations Open access
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SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation
Haiyue Song, Raj Dabre, Chen-Hui Chu, S. Kurohashi +1 more
2023ACM Trans. Asian Low Resour. Lang. Inf. Process.7 citations Open access
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A Study on the Effectiveness of Large Language Models for Translation with Markup
Raj Dabre, Bianka Buschbeck, Miriam Exel, Hideki Tanaka
2023Machine Translation Summit7 citations
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Balancing Cost and Benefit with Tied-Multi Transformers
Raj Dabre, Raphaël Rubino, Atsushi Fujita
2020Workshop on Neural Generation and Translation7 citations Open access
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