--- title: "Parag Jain — author profile and papers — Elamur Research" description: "Parag Jain, Children's Medical Center: 2 papers on Elamur Research (2025), h-index 24 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/parag-jain/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/parag-jain/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Parag Jain # Parag Jain Parag Jain has 2 papers in our library, in 2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Anthony Hartshorn](https://md.research.elamur.ai/free/en/authors/anthony-hartshorn/), [Cheng Zhang](https://md.research.elamur.ai/free/en/authors/cheng-zhang/), [Chenxi Whitehouse](https://md.research.elamur.ai/free/en/authors/chenxi-whitehouse/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5072207917) · [ORCID](https://orcid.org/0000-0002-2114-2740) · [**h-index 24**](https://openalex.org/authors/A5072207917) · [145 works](https://openalex.org/works?filter=author.id:A5072207917) · [1,569 citations](https://openalex.org/works?filter=author.id:A5072207917&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/parag-jain/#papers) · [🔗 Cited 57 times in our library](https://md.research.elamur.ai/free/en/authors/parag-jain/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12061](https://md.research.elamur.ai/free/en/paper-stars/page/121/#star-12061) 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=Parag+Jain) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Parag+Jain) · [dblp](https://dblp.org/search?q=Parag+Jain) · [ACL Anthology](https://aclanthology.org/search/?q=Parag+Jain) ## Affiliations [🎓**Rungta College** Bhilai · India 2023–2026 · 11 papers*current*](https://ror.org/02k0mfd93) · [🏥**The University of Texas Southwestern Medical Center** Dallas · United States 2025–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/hospitals/the-university-of-texas-southwestern-medical-center/) · [🏥**Children's Medical Center** Dallas · United States 2026 · 1 paper*current*](https://ror.org/02ndk3y82) · [🤝**Texas Children's Hospital** Houston · United States 2017–2024 · 40 papers](https://ror.org/05cz92x43) · [🎓**Baylor College of Medicine** Houston · United States 2017–2024 · 32 papers](https://ror.org/02pttbw34) · [🎓**Indian Institute of Technology Roorkee** Roorkee · India 2022–2025 · 7 papers](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-roorkee/) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 2019–2023 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) · [🏢**IBM** Armonk · United States 2018–2019 · 5 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**The University of Texas Health Science Center at Houston** Houston · United States 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-health-science-center-at-houston/) · [🎓**New Horizon College of Engineering** Bengaluru · India 2022–2023 · 2 papers](https://ror.org/04p9jqf87) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 14 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 5 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/parag-jain/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Training AI Co-Scientists Using Rubric Rewards](https://md.research.elamur.ai/free/en/papers/goel-2025-training-ai-co-scientists/)** *(2025 · 6 citations)* Language models struggle to draft research plans for open-ended scientific goals. They often miss explicit constraints and unstated requirements, and validating a plan through real experiments is slow, costly, or, as in medicine, impossible. The authors turn published papers into a training signal. Llama-4-Maverick… 2. **[What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT](https://md.research.elamur.ai/free/en/papers/feng-2025-characterizes-effective-reasoning-revisiting-length/)** *(2025 · 4 citations)* Large reasoning models often spend large amounts of test-time compute on very long chains of thought. Earlier work, starting with S1's appended "wait" tokens, claimed that longer traces and more self-review help, but later studies disagreed. This paper tests those claims across ten LRMs on HARP (math) and… ## 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. **[Unsupervised Neural Text Simplification ↗](https://aclanthology.org/P19-1198/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Sai Surya et al.*2019 · 123 citations* 2. [**Training AI Co-Scientists Using Rubric Rewards arXiv:2512.23707**Shashwat Goel, Rishi Hazra, Dulhan Jayalath, et al.*2025 · 6 citations*](https://md.research.elamur.ai/free/en/papers/goel-2025-training-ai-co-scientists/) 3. [**What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT arXiv:2509.19284**Yunzhen Feng, Julia Kempe, Cheng Zhang, et al.*2025 · 4 citations*](https://md.research.elamur.ai/free/en/papers/feng-2025-characterizes-effective-reasoning-revisiting-length/) ## Co-authors here 11 co-authors with a page, the most papers together first. - [Anthony Hartshorn](https://md.research.elamur.ai/free/en/authors/anthony-hartshorn/) - [Cheng Zhang](https://md.research.elamur.ai/free/en/authors/cheng-zhang/) - [Chenxi Whitehouse](https://md.research.elamur.ai/free/en/authors/chenxi-whitehouse/) - [Francesco Barbieri](https://md.research.elamur.ai/free/en/authors/francesco-barbieri/) - [Ilias Leontiadis](https://md.research.elamur.ai/free/en/authors/ilias-leontiadis/) - [Jonas Geiping](https://md.research.elamur.ai/free/en/authors/jonas-geiping/) - [Julia Kempe](https://md.research.elamur.ai/free/en/authors/julia-kempe/) - [Rishi Hazra](https://md.research.elamur.ai/free/en/authors/rishi-hazra/) - [Shashwat Goel](https://md.research.elamur.ai/free/en/authors/shashwat-goel/) - [Timon Willi](https://md.research.elamur.ai/free/en/authors/timon-willi/) - [William F. Shen](https://md.research.elamur.ai/free/en/authors/william-f-shen/) ## 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 ## Cited by Papers of our library cite their works 57 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/parag-jain/cited-by/). Updated 3 November 2026