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Towards Building ASR Systems for the Next Billion Users

Tahir Javed , Sumanth Doddapaneni , Abhigyan Raman & more

To appear in the Proceedings of the Thirty-Sixth Annual Conference of the Association for Advancement of Artificial Intelligence (AAAI 2022)

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Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages

Gowtham Ramesh , Sumanth Doddapaneni , Aravinth Bheemaraj & more

Transactions of the Association for Computational Linguistics

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Perturbation CheckLists for Evaluating NLG Evaluation Metrics

Ananya B. Sai , Tanay Dixit , Dev Yashpal Sheth & more

In Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2021)

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Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining

Ananya B. Sai , Akash Kumar Mohankumar , Siddhartha Arora and Mitesh M. Khapra

Transactions of the Association for Computational Linguistics

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IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages

Divyanshu Kakwani , Anoop Kunchukuttan , Satish Golla & more

In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings.

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On the weak link between importance and prunability of attention heads

Aakriti Budhraja , Madhura Pande , Preksha Nema & more

In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing . Association for Computational Linguistics.

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Towards Interpreting BERT for Reading Comprehension Based QA

Sahana Ramnath , Preksha Nema , Deep Sahni & more

In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics.

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A Survey of Evaluation Metrics Used for NLG Systems

Ananya B. Sai , Akash Kumar Mohankumar , Mitesh M. Khapra

ACM Computing Surveys

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On the Importance of Local Information in Transformer Based Models

Madhura Pande , Aakriti Budhraja , Preksha Nema & more

arXiv:2008.05828

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Incorporating prior knowledge about structural constraints in model identification

Deepak Maurya , Sivadurgaprasad Chinta , Abhishek Sivaram & more

arXiv:2007.04030

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On Incorporating Structural Information to improve Dialogue Response Generation

Nikita Moghe , Priyesh Vijayan , Balaraman Ravindran & more

arXiv:2005.14315

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Towards Transparent and Explainable Attention Models

Akash Kumar Mohankumar , Preksha Nema , Sharan Narasimhan & more

In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics.

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Let's Ask Again: Refine Network for Automatic Question Generation

Preksha Nema , Akash Kumar Mohankumar , Mitesh M. Khapra & more

In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing