--- title: "Rishabh Singh — author profile and papers — Elamur Research" description: "Rishabh Singh, Manipal Academy of Higher Education: 3 papers on Elamur Research (2016–2025), h-index 36 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/rishabh-singh/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rishabh-singh/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rishabh Singh # Rishabh Singh Rishabh Singh has 3 papers in our library, in 2016–2025, most of them on [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Daniel Fried](https://md.research.elamur.ai/free/en/authors/daniel-fried/), [Gabriel Synnaeve](https://md.research.elamur.ai/free/en/authors/gabriel-synnaeve/), [Jade Copet](https://md.research.elamur.ai/free/en/authors/jade-copet/). 3 papers in our library · 2016–2025 [OpenAlex](https://openalex.org/A5045091456) · [ORCID](https://orcid.org/0000-0003-1714-9656) · [Wikidata](https://www.wikidata.org/wiki/Q130889093) · [**h-index 36**](https://openalex.org/authors/A5045091456) · [146 works](https://openalex.org/works?filter=author.id:A5045091456) · [5,560 citations](https://openalex.org/works?filter=author.id:A5045091456&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/rishabh-singh/#papers) · [🔗 Cited 329 times in our library](https://md.research.elamur.ai/free/en/authors/rishabh-singh/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5727](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5727) 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=Rishabh+Singh) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rishabh+Singh) · [dblp](https://dblp.org/search?q=Rishabh+Singh) · [ACL Anthology](https://aclanthology.org/search/?q=Rishabh+Singh) ## Affiliations [🎓**Academy of Scientific and Innovative Research** Ghaziabad · India *current*](https://ror.org/053rcsq61) · [🎓**Ajay Kumar Garg Engineering College** Ghaziabad · India *current*](https://ror.org/04vddbq17) · [🔬**CSIR National Physical Laboratory of India** New Delhi · India *current*](https://ror.org/0307k1x46) · [🏛️**Council of Scientific and Industrial Research** New Delhi · India *current*](https://ror.org/021wm7p51) · [🎓**Dayanand Ayurvedic College** Jalandhar · India *current*](https://ror.org/02fh9d380) · [🎓**Madhav Institute of Technology & Science** Gwalior *current*](https://ror.org/01pj5v964) · [🎓**Manipal Academy of Higher Education** Manipal · India *current*](https://md.research.elamur.ai/free/en/universities/manipal-academy-of-higher-education/) · [🏢**Microsoft** Redmond · United States 2015–2018 · 36 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**Google** Mountain View · United States 2018–2022 · 16 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2009–2016 · 14 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Code & programming languages · 2 works](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/rishabh-singh/year/2025/) ### 2010s [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/rishabh-singh/year/2017/) · [**2016** 1 paper](https://md.research.elamur.ai/free/en/authors/rishabh-singh/year/2016/) ## Papers The most cited first (OpenAlex and our library). 1. **[Neuro-Symbolic Program Synthesis](https://md.research.elamur.ai/free/en/papers/parisotto-2016-neuro-symbolic-program-synthesis/)** *(2016 · 152 citations)* Neural program-induction models usually learn an opaque mapping. They are expensive to train and need a separate model for every task. This paper instead addresses program synthesis: from a few input-output examples, it produces an explicit program in a domain-specific language (DSL) that reproduces them. A single… 2. **[SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution](https://md.research.elamur.ai/free/en/papers/wei-2025-swe-rl-advancing-llm-reasoning/)** *(2025 · 64 citations)* Reinforcement learning with simple rule-based rewards has strengthened LLM reasoning in math and competitive programming. 3. **[Program Synthesis](https://md.research.elamur.ai/free/en/papers/gulwani-2017-program-synthesis/)** *(2017 · 63 citations)* This monograph is a survey and tutorial, not an experimental paper. It addresses program synthesis: automatically building programs from a specification of user intent, such as input-output examples, demonstrations, natural language or logical constraints. The authors organize the field along three dimensions: how… ## All works 9 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Syntax-Guided Synthesis ↗](https://doi.org/10.1109/fmcad.2013.6679385) FMCAD 2013 · no summary yet**Rajeev Alur et al.*2013 · 633 citations* 2. [**Neuro-Symbolic Program Synthesis arXiv:1611.01855**Emilio Parisotto, Abdel-rahman Mohamed, Rishabh Singh, et al.*2016 · 152 citations*](https://md.research.elamur.ai/free/en/papers/parisotto-2016-neuro-symbolic-program-synthesis/) 3. **[Natural Language to Structured Query Generation via Meta-Learning ↗](https://aclanthology.org/N18-2115/) Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yet**Po-Sen Huang et al.*2018 · 149 citations* 4. **[Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis ↗](https://arxiv.org/abs/1805.04276) arXiv:1805.04276 · no summary yet**Rudy Bunel et al.*2018 · 66 citations* 5. **[SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution](https://md.research.elamur.ai/free/en/papers/wei-2025-swe-rl-advancing-llm-reasoning/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Yuxiang Wei, Olivier Duchenne, Jade Copet, et al.*2025 · 64 citations* 6. [**Program Synthesis Foundations and Trends in Programming Languages 4(1-2)**Sumit Gulwani, Oleksandr Polozov, Rishabh Singh*2017 · 63 citations*](https://md.research.elamur.ai/free/en/papers/gulwani-2017-program-synthesis/) 7. **[SpreadsheetCoder: Formula Prediction from Semi-structured Context ↗](https://arxiv.org/abs/2106.15339) arXiv:2106.15339 · no summary yet**Xinyun Chen et al.*2021 · 31 citations* 8. **[Synthetic Datasets for Neural Program Synthesis ↗](https://arxiv.org/abs/1912.12345) arXiv (Cornell University) · no summary yet**Richard Shin et al.*2019 · 30 citations* 9. **[Measuring The Impact Of Programming Language Distribution ↗](https://arxiv.org/abs/2302.01973) arXiv:2302.01973 · no summary yet**Gabriel Orlanski et al.*2023 · 22 citations* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Daniel Fried](https://md.research.elamur.ai/free/en/authors/daniel-fried/) - [Gabriel Synnaeve](https://md.research.elamur.ai/free/en/authors/gabriel-synnaeve/) - [Jade Copet](https://md.research.elamur.ai/free/en/authors/jade-copet/) - [Lihong Li](https://md.research.elamur.ai/free/en/authors/lihong-li/) - [Lingming Zhang](https://md.research.elamur.ai/free/en/authors/lingming-zhang/) - [Oleksandr Polozov](https://md.research.elamur.ai/free/en/authors/oleksandr-polozov/) - [Pushmeet Kohli](https://md.research.elamur.ai/free/en/authors/pushmeet-kohli/) - [Quentin Carbonneaux](https://md.research.elamur.ai/free/en/authors/quentin-carbonneaux/) - [Sida Wang](https://md.research.elamur.ai/free/en/authors/sida-wang/) - [Sumit Gulwani](https://md.research.elamur.ai/free/en/authors/sumit-gulwani/) - [Yuxiang Wei](https://md.research.elamur.ai/free/en/authors/yuxiang-wei/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) - FMCAD 2013 - Foundations and Trends in Programming Languages 4(1-2) - Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) ## Cited by Papers of our library cite their works 329 times (of the 149,439 papers whose bibliographies we read); [62 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rishabh-singh/cited-by/). Updated 2 November 2026