🧑‍🔬 Parag Jain

🏛️ Affiliations

🎓Rungta CollegeBhilai · India2023–2026 · 11 paperscurrent🏥The University of Texas Southwestern Medical CenterDallas · United States2025–2026 · 6 paperscurrent🏥Children's Medical CenterDallas · United States2026 · 1 papercurrent🤝Texas Children's HospitalHouston · United States2017–2024 · 40 papers🎓Baylor College of MedicineHouston · United States2017–2024 · 32 papers🎓Indian Institute of Technology RoorkeeRoorkee · India2022–2025 · 7 papers🎓University of EdinburghEdinburgh · United Kingdom2019–2023 · 5 papers🏢IBMArmonk · United States2018–2019 · 5 papers🎓The University of Texas Health Science Center at HoustonHouston · United States2024–2025 · 2 papers🎓New Horizon College of EngineeringBengaluru · India2022–2023 · 2 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Training AI Co-Scientists Using Rubric Rewards (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 (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 ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetSai Surya et al.2019 · 123 citations
2. Training AI Co-Scientists Using Rubric RewardsarXiv:2512.23707Shashwat Goel, Rishi Hazra, Dulhan Jayalath, et al.2025 · 6 citations
3. What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoTarXiv:2509.19284Yunzhen Feng, Julia Kempe, Cheng Zhang, et al.2025 · 4 citations

🤝 Co-authors here

11 co-authors with a page, the most papers together first.

• Anthony Hartshorn
• Cheng Zhang
• Chenxi Whitehouse
• Francesco Barbieri
• Ilias Leontiadis
• Jonas Geiping
• Julia Kempe
• Rishi Hazra
• Shashwat Goel
• Timon Willi
• 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 →.

Updated 3 November 2026

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