--- title: "Gautam Siddharth Kashyap — author profile and papers" description: "Gautam Siddharth Kashyap, Macquarie University: 4 papers on Elamur Research (2026), h-index 16 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/gautam-siddharth-kashyap/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/gautam-siddharth-kashyap/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Gautam Siddharth Kashyap # Gautam Siddharth Kashyap Gautam Siddharth Kashyap has 4 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/); often with [Usman Naseem](https://md.research.elamur.ai/free/en/authors/usman-naseem/), [Rafiq Ali](https://md.research.elamur.ai/free/en/authors/rafiq-ali/), [Sushant Kumar Ray](https://md.research.elamur.ai/free/en/authors/sushant-kumar-ray/). 4 papers in our library · 2026 [OpenAlex](https://openalex.org/A5076626481) · [ORCID](https://orcid.org/0000-0003-2140-9617) · [**h-index 16**](https://openalex.org/authors/A5076626481) · [71 works](https://openalex.org/works?filter=author.id:A5076626481) · [1,047 citations](https://openalex.org/works?filter=author.id:A5076626481&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/gautam-siddharth-kashyap/#papers) · 🔗 Cited 3 times in our library · [⭐ Paper Stars ranking: #10475](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10475) 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=Gautam+Siddharth+Kashyap) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Gautam+Siddharth+Kashyap) · [dblp](https://dblp.org/search?q=Gautam+Siddharth+Kashyap) · [ACL Anthology](https://aclanthology.org/search/?q=Gautam+Siddharth+Kashyap) ## Affiliations [🎓**Macquarie University** Sydney · Australia 2025–2026 · 15 papersEducation since 2025 · PhD Computer ScienceEmployment*current*](https://md.research.elamur.ai/free/en/universities/macquarie-university/) · [🎓**Jamia Hamdard** New Delhi · India 2018–2025 · 11 papersEducation 2018–2021 · BSc Computer ScienceEducation 2021–2023 · Master of Computer Applications](https://ror.org/03dwxvb85) · [🎓**Indraprastha Institute of Information Technology Delhi** Delhi · India 2023–2025 · 6 papersEmployment 2023–2024 · Research Assistant](https://md.research.elamur.ai/free/en/universities/indraprastha-institute-of-information-technology-delhi/) 🏛️**Microsoft Inc.** Texas, USA · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2024Employment 2024 · Research Assistant 🏛️**Tech Mahindra (Americas) Inc** Texas, USA · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2024Employment 2024 · Research Assistant [🎓**University of Stirling** Stirling · United Kingdom 2021–2023Employment 2021–2023 · Research Assistant](https://md.research.elamur.ai/free/en/universities/university-of-stirling/) 🏛️**Upwork Global Inc** New Delhi · [India](https://md.research.elamur.ai/free/en/countries/india/) 2021Employment since 2021 · Freelance Researcher 🏛️**Recon AppMagic Pvt. Ltd** New Delhi · [India](https://md.research.elamur.ai/free/en/countries/india/) 2018Employment 2018 · Intern Web Developer 🏛️**TTE Delhi (WCSC)** New Delhi · [India](https://md.research.elamur.ai/free/en/countries/india/) 2017–2018Education 2017–2018 · Certificate in Software Testing 🏛️**Vandana International School** New Delhi · [India](https://md.research.elamur.ai/free/en/countries/india/) 2014–2017Education 2014–2015 · O-Levels/10th CBSE BoardEducation 2016–2017 · A-Levels/12th CBSE Board 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 10 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) ## Works by year ### 2020s [**2026** 4 papers](https://md.research.elamur.ai/free/en/authors/gautam-siddharth-kashyap/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Do Large Language Models Reflect Demographic Pluralism in Safety?](https://md.research.elamur.ai/free/en/papers/naseem-2026-do-large-language-models-reflect/)** *(2026 · 3 citations)* Safety judgments about LLM outputs differ across communities, yet widely used alignment resources such as ANTHROPIC-HH and DICES draw on narrow annotator pools. 2. **[Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning?](https://md.research.elamur.ai/free/en/papers/ray-2026-do-clinical-question-answering-systems/)** *(2026 · 1 citation)* The paper questions a common assumption in industrial clinical question answering (CQA): that a model must be fine-tuned on medical data to perform well. 3. **[MaiBERT: A Pre-training Corpus and Language Model for Low-Resourced Maithili Language](https://md.research.elamur.ai/free/en/papers/yadav-2026-maibert-pre-training-corpus-language/)** *(2026 · 1 citation)* Maithili, an Indo-Aryan language spoken by millions in Nepal's Terai and in Bihar, has almost no pretrained models or standard datasets. 4. **[Are Large Language Models Economically Viable for Industry Deployment?](https://md.research.elamur.ai/free/en/papers/mohammad-2026-are-large-language-models-economically/)** *(2026)* Industry teams choosing an LLM must weigh energy, latency, hardware use and cost, but common benchmarks report mostly accuracy. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Usman Naseem](https://md.research.elamur.ai/free/en/authors/usman-naseem/) ×4 - [Rafiq Ali](https://md.research.elamur.ai/free/en/authors/rafiq-ali/) ×3 - [Sushant Kumar Ray](https://md.research.elamur.ai/free/en/authors/sushant-kumar-ray/) ×3 - [Abdullah Mohammad](https://md.research.elamur.ai/free/en/authors/abdullah-mohammad/) ×2 - [Ebad Shabbir](https://md.research.elamur.ai/free/en/authors/ebad-shabbir/) ×2 - [Jiechao Gao](https://md.research.elamur.ai/free/en/authors/jiechao-gao/) ×2 - [Sumit Yadav](https://md.research.elamur.ai/free/en/authors/sumit-yadav/) - [Utsav Maskey](https://md.research.elamur.ai/free/en/authors/utsav-maskey/) ## 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/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/): [Workshop on Language Models for Low-Resource Languages 2026](https://md.research.elamur.ai/free/en/venues/loreslm/2026/) ## Cited by Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026