--- title: "Sarath Chandar — author profile and papers — Elamur Research" description: "Sarath Chandar, Mila - Quebec Artificial Intelligence Institute: 2 papers on Elamur Research (2021–2025), h-index 20 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/sarath-chandar/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sarath-chandar/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sarath Chandar # Sarath Chandar Sarath Chandar has 2 papers in our library, in 2021–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Eduard Hovy](https://md.research.elamur.ai/free/en/authors/eduard-hovy/), [Jason Wei](https://md.research.elamur.ai/free/en/authors/jason-wei/), [John X. Morris](https://md.research.elamur.ai/free/en/authors/john-x-morris/). 2 papers in our library · 2021–2025 [OpenAlex](https://openalex.org/A5027720969) · [ORCID](https://orcid.org/0000-0002-9678-2830) · [Wikidata](https://www.wikidata.org/wiki/Q130840818) · [**h-index 20**](https://openalex.org/authors/A5027720969) · [130 works](https://openalex.org/works?filter=author.id:A5027720969) · [3,050 citations](https://openalex.org/works?filter=author.id:A5027720969&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sarath-chandar/#papers) · [🔗 Cited 589 times in our library](https://md.research.elamur.ai/free/en/authors/sarath-chandar/cited-by/) · [7 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2789](https://md.research.elamur.ai/free/en/paper-stars/page/28/#star-2789) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Sarath+Chandar) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sarath+Chandar) · [dblp](https://dblp.org/search?q=Sarath+Chandar) · [ACL Anthology](https://aclanthology.org/search/?q=Sarath+Chandar) ## Affiliations [🎓**Polytechnique Montréal** Montreal · Canada 2017–2026 · 56 papers*current*](https://md.research.elamur.ai/free/en/universities/polytechnique-montreal/) · [🔬**Mila - Quebec Artificial Intelligence Institute** Montreal · Canada 2017–2026 · 41 papers*current*](https://md.research.elamur.ai/free/en/labs/mila-quebec-artificial-intelligence-institute/) · [🎓**Université de Montréal** Montreal · Canada 2015–2026 · 27 papers](https://md.research.elamur.ai/free/en/universities/universite-de-montreal/) · [🔬**Canadian Institute for Advanced Research** Toronto · Canada 2017–2026 · 21 papers](https://md.research.elamur.ai/free/en/labs/canadian-institute-for-advanced-research/) · [🏢**Google** Mountain View · United States 2019 · 2 papers](https://md.research.elamur.ai/free/en/companies/google/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/sarath-chandar/year/2025/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/sarath-chandar/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey of Data Augmentation Approaches for NLP](https://md.research.elamur.ai/free/en/papers/feng-2021-survey-data-augmentation-approaches-nlp/)** *(2021 · 940 citations)* This survey maps the field of data augmentation (DA) for NLP. DA means enlarging or diversifying training material without gathering new labelled data. The authors argue that text is harder to augment than images because it is discrete: you cannot add continuous noise, and small edits can easily change meaning or… 2. **[NeoBERT: A Next-Generation BERT](https://md.research.elamur.ai/free/en/papers/breton-2025-neobert-next-generation-bert/)** *(2025 · 20 citations)* Encoder models such as BERT and RoBERTa still underpin many NLP pipelines, including retrieval, classification and embeddings. ## All works 9 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**A Survey of Data Augmentation Approaches for NLP arXiv:2105.03075**Steven Y. Feng, Varun Gangal, Jason Wei, et al.*2021 · 940 citations*](https://md.research.elamur.ai/free/en/papers/feng-2021-survey-data-augmentation-approaches-nlp/) 2. **[Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus ↗](https://aclanthology.org/P16-1056/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Iulian Vlad Serban et al.*2016 · 351 citations* 3. **[Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ↗](https://aclanthology.org/P19-1004/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Chinnadhurai Sankar et al.*2019 · 174 citations* 4. **[GuessWhat?! Visual object discovery through multi-modal dialogue ↗](https://arxiv.org/abs/1611.08481) arXiv:1611.08481 · no summary yet**Harm de Vries et al.*2016 · 147 citations* 5. **[Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning ↗](https://aclanthology.org/N16-1021/) Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Janarthanan Rajendran et al.*2016 · 78 citations* 6. **[Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes ↗](https://doi.org/10.1162/neco_a_01060) Neural Computation · no summary yet**Çağlar Gülçehre et al.*2018 · 56 citations* 7. **[Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes ↗](https://arxiv.org/abs/1607.00036) arXiv (Cornell University) · no summary yet**Çağlar Gülçehre et al.*2016 · 37 citations* 8. [**NeoBERT: A Next-Generation BERT arXiv:2502.19587**Lola Le Breton, Quentin Fournier, Mariam El Mezouar, et al.*2025 · 20 citations*](https://md.research.elamur.ai/free/en/papers/breton-2025-neobert-next-generation-bert/) 9. **[A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation ↗](https://aclanthology.org/C16-1011/) Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers · no summary yet**Amrita Saha et al.*2016 · 8 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Eduard Hovy](https://md.research.elamur.ai/free/en/authors/eduard-hovy/) - [Jason Wei](https://md.research.elamur.ai/free/en/authors/jason-wei/) - [John X. Morris](https://md.research.elamur.ai/free/en/authors/john-x-morris/) - [Soroush Vosoughi](https://md.research.elamur.ai/free/en/authors/soroush-vosoughi/) - [Steven Y. Feng](https://md.research.elamur.ai/free/en/authors/steven-y-feng/) - [Teruko Mitamura](https://md.research.elamur.ai/free/en/authors/teruko-mitamura/) - [Varun Gangal](https://md.research.elamur.ai/free/en/authors/varun-gangal/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics ×2 - Neural Computation - Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers - Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ## Cited by Papers of our library cite their works 589 times (of the 149,439 papers whose bibliographies we read); [73 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sarath-chandar/cited-by/). Updated 30 October 2026