--- title: "Parameswaran Selvam — author profile and papers in our library" description: "Parameswaran Selvam, IBM Research - India: 2 papers on Elamur Research (2024–2026), h-index 2 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/parameswaran-selvam/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/parameswaran-selvam/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Parameswaran Selvam # Parameswaran Selvam Parameswaran Selvam has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/); often with [Shivdeep Singh](https://md.research.elamur.ai/free/en/authors/shivdeep-singh/), [Hiroshi Kanayama](https://md.research.elamur.ai/free/en/authors/hiroshi-kanayama/), [Mayank Mishra](https://md.research.elamur.ai/free/en/authors/mayank-mishra/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5097335838) · [ORCID](https://orcid.org/0009-0005-9517-7267) · [**h-index 2**](https://openalex.org/authors/A5097335838) · [7 works](https://openalex.org/works?filter=author.id:A5097335838) · [29 citations](https://openalex.org/works?filter=author.id:A5097335838&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/parameswaran-selvam/#papers) · [🔗 Cited 44 times in our library](https://md.research.elamur.ai/free/en/authors/parameswaran-selvam/cited-by/) · [⭐ Paper Stars ranking: #9595](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9595) 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=Parameswaran+Selvam) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Parameswaran+Selvam) · [dblp](https://dblp.org/search?q=Parameswaran+Selvam) · [ACL Anthology](https://aclanthology.org/search/?q=Parameswaran+Selvam) ## Affiliations [🏢**IBM** Bengaluru · India 2020–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/ibm-india/) · [🔬**IBM Research - India** New Delhi · India 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/labs/ibm-research-india/) · [🏢**IBM** Armonk · United States 2024 · 2 papers](https://md.research.elamur.ai/free/en/companies/ibm/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) 🧭 Topics 3 Research subjects and languages the work is about.[Code & programming languages · 1 work](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 [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/parameswaran-selvam/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/parameswaran-selvam/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Granite Code Models: A Family of Open Foundation Models for Code Intelligence](https://md.research.elamur.ai/free/en/papers/mishra-2024-granite-code-models-family-open/)** *(2024 · 54 citations)* IBM Research addresses a gap in open code LLMs for enterprise use. Large general-purpose models are costly to run. Smaller code models tend to do well at generation but weaker at repair and explanation. Many open models also have unclear data provenance or restrictive licenses. The authors built Granite Code, a… 2. **[Think Like You Execute: Verifiable Chain of Thought from Program Traces](https://md.research.elamur.ai/free/en/papers/thakur-2026-think-like-you-execute-verifiable/)** *(2026)* Synthetic chain-of-thought data for code is usually written by teacher LLMs. Its explanations can sound convincing while misreporting variable values or control flow, and models trained on it learn those errors. The authors (IBM Research) built an open-source Python pipeline that grounds every rationale in actual… ## Co-authors here 5 co-authors with a page, the most papers together first. - [Shivdeep Singh](https://md.research.elamur.ai/free/en/authors/shivdeep-singh/) ×2 - [Hiroshi Kanayama](https://md.research.elamur.ai/free/en/authors/hiroshi-kanayama/) - [Mayank Mishra](https://md.research.elamur.ai/free/en/authors/mayank-mishra/) - [Michele Merler](https://md.research.elamur.ai/free/en/authors/michele-merler/) - [Yikang Shen](https://md.research.elamur.ai/free/en/authors/yikang-shen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 44 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/parameswaran-selvam/cited-by/). Updated 3 November 2026