--- title: "Sayan Ghosh — author profile and papers · Reasoning" description: "Sayan Ghosh, LinkedIn: 2 papers on Elamur Research (2020–2023), h-index 20 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/sayan-ghosh/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sayan-ghosh/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sayan Ghosh # Sayan Ghosh Sayan Ghosh has 2 papers in our library, in 2020–2023, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Shashank Srivastava](https://md.research.elamur.ai/free/en/authors/shashank-srivastava/), [Mohit Bansal](https://md.research.elamur.ai/free/en/authors/mohit-bansal/), [Rakesh Menon](https://md.research.elamur.ai/free/en/authors/rakesh-menon/). 2 papers in our library · 2020–2023 [OpenAlex](https://openalex.org/A5100670911) · [ORCID](https://orcid.org/0000-0001-8758-7657) · [**h-index 20**](https://openalex.org/authors/A5100670911) · [158 works](https://openalex.org/works?filter=author.id:A5100670911) · [2,695 citations](https://openalex.org/works?filter=author.id:A5100670911&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sayan-ghosh/#papers) · [🔗 Cited 1,319 times in our library](https://md.research.elamur.ai/free/en/authors/sayan-ghosh/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6756](https://md.research.elamur.ai/free/en/paper-stars/page/68/#star-6756) 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=Sayan+Ghosh) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sayan+Ghosh) · [dblp](https://dblp.org/search?q=Sayan+Ghosh) · [ACL Anthology](https://aclanthology.org/search/?q=Sayan+Ghosh) ## Affiliations [🔬**Pacific Northwest National Laboratory** Richland · United States 2019–2026 · 38 papersEmployment since 2019 · Computer Scientist, ACMD*current*](https://md.research.elamur.ai/free/en/labs/pacific-northwest-national-laboratory/) · [🏢**LinkedIn** Sunnyvale · United States 2026 · 2 papers*current*](https://ror.org/02fyxhe35) · [🎓**Rajiv Gandhi Institute of Petroleum Technology** Raebareli · India 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/rajiv-gandhi-institute-of-petroleum-technology/) · [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 2020–2023 · 15 papers](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/) · [🎓**University of Southern California** Los Angeles · United States 2014–2025 · 11 papers](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🎓**Jadavpur University** Kolkata · India 2008–2010 · 11 papers](https://md.research.elamur.ai/free/en/universities/jadavpur-university/) · [🎓**University of Houston** Houston · United States 2010–2014 · 9 papersEducation 2010–2012 · Masters, Computer Science](https://md.research.elamur.ai/free/en/universities/university-of-houston/) · [🏢**General Electric** Boston · United States 2018–2025 · 7 papers](https://md.research.elamur.ai/free/en/companies/general-electric/) · [🎓**Indian Institute of Technology Kharagpur** Kharagpur · India 2011–2019 · 7 papers](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-kharagpur/) · [🎓**Washington State University** Pullman · United States 2015–2019 · 6 papersEducation 2015–2019 · PhD, Electrical Engineering and Computer Science](https://ror.org/05dk0ce17) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 21 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 2 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/sayan-ghosh/year/2023/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/sayan-ghosh/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[PRover: Proof Generation for Interpretable Reasoning over Rules](https://md.research.elamur.ai/free/en/papers/saha-2020-prover-proof-generation-interpretable-reasoning/)** *(2020 · 103 citations)* Clark et al. (2020) showed that RuleTakers, a fine-tuned RoBERTa, can decide whether a statement follows from facts and rules written in English. However, it gives no justification for its answers. PRover addresses this by producing an answer together with an explicit proof. Each proof is a directed graph whose nodes… 2. **[Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models](https://md.research.elamur.ai/free/en/papers/li-2023-pragmatic-reasoning-unlocks-quantifier-semantics/)** *(2023 · 2 citations)* Vague quantifiers like few , most or some imply a proportion, but foundation models never receive direct supervision on what share of cases each one means. The authors treat quantifier interpretation as predicting a percentage interval on a discretized 0–100% grid. Their framework, PRESQUE, has three parts: ## All works 3 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. **[Affect-LM: A Neural Language Model for Customizable Affective Text Generation ↗](https://aclanthology.org/P17-1059/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Sayan Ghosh et al.*2017 · 206 citations* 2. **[PRover: Proof Generation for Interpretable Reasoning over Rules](https://md.research.elamur.ai/free/en/papers/saha-2020-prover-proof-generation-interpretable-reasoning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, et al.*2020 · 103 citations* 3. **[Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models](https://md.research.elamur.ai/free/en/papers/li-2023-pragmatic-reasoning-unlocks-quantifier-semantics/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yiyuan Li, Rakesh Menon, Sayan Ghosh, et al.*2023 · 2 citations* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Shashank Srivastava](https://md.research.elamur.ai/free/en/authors/shashank-srivastava/) ×2 - [Mohit Bansal](https://md.research.elamur.ai/free/en/authors/mohit-bansal/) - [Rakesh Menon](https://md.research.elamur.ai/free/en/authors/rakesh-menon/) - [Swarnadeep Saha](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/), [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) - Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 1,319 times (of the 149,439 papers whose bibliographies we read); [304 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sayan-ghosh/cited-by/). Updated 31 October 2026