--- title: "Rishabh Maheshwary · ServiceNow — author profile and papers" description: "Rishabh Maheshwary, ServiceNow: 2 papers on Elamur Research (2024–2026), h-index 7 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/rishabh-maheshwary/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rishabh-maheshwary/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rishabh Maheshwary # Rishabh Maheshwary Rishabh Maheshwary 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/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Alfonso Amayuelas](https://md.research.elamur.ai/free/en/authors/alfonso-amayuelas/), [Angelika Romanou](https://md.research.elamur.ai/free/en/authors/angelika-romanou/), [Khyati Mahajan](https://md.research.elamur.ai/free/en/authors/khyati-mahajan/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5086568118) · [**h-index 7**](https://openalex.org/authors/A5086568118) · [37 works](https://openalex.org/works?filter=author.id:A5086568118) · [197 citations](https://openalex.org/works?filter=author.id:A5086568118&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/rishabh-maheshwary/#papers) · [🔗 Cited 94 times in our library](https://md.research.elamur.ai/free/en/authors/rishabh-maheshwary/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5241](https://md.research.elamur.ai/free/en/paper-stars/page/53/#star-5241) 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=Rishabh+Maheshwary) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rishabh+Maheshwary) · [dblp](https://dblp.org/search?q=Rishabh+Maheshwary) · [ACL Anthology](https://aclanthology.org/search/?q=Rishabh+Maheshwary) ## Affiliations [🏢**ServiceNow** Santa Clara · United States 2024–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/companies/servicenow/) · [🎓**International Institute of Information Technology, Hyderabad** Hyderabad · India 2020–2022 · 9 papers](https://md.research.elamur.ai/free/en/universities/international-institute-of-information-technology-hyderabad/) · [🏢**Cohere** San Francisco 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/companies/cohere/) · [🎓**University of Illinois Chicago** Chicago · United States 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-illinois-chicago/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QA](https://md.research.elamur.ai/free/en/papers/maheshwary-2026-augmenting-llm-reasoning-dynamic-notes/) · [**2024** 1 paper INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge](https://md.research.elamur.ai/free/en/papers/romanou-2024-include-evaluating-multilingual-language-understanding/) ## Papers The most cited first (OpenAlex and our library). 1. **[INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge](https://md.research.elamur.ai/free/en/papers/romanou-2024-include-evaluating-multilingual-language-understanding/)** *(2024 · 73 citations)* Multilingual LLMs are hard to assess outside English because few evaluation sets exist. Many that do are translated from English, so they carry translation artifacts and ignore local context such as national laws, history or culture. INCLUDE addresses this with a benchmark built from exams written by native speakers… 2. **[Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QA](https://md.research.elamur.ai/free/en/papers/maheshwary-2026-augmenting-llm-reasoning-dynamic-notes/)** *(2026)* Iterative retrieval-augmented generation helps with multi-hop questions, but each retrieval round adds more documents to the prompt. ## 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. [**INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge arXiv:2411.19799**Angelika Romanou, Negar Foroutan, Anna Sotnikova, et al.*2024 · 73 citations*](https://md.research.elamur.ai/free/en/papers/romanou-2024-include-evaluating-multilingual-language-understanding/) 2. **[M-RewardBench: Evaluating Reward Models in Multilingual Settings](https://aclanthology.org/2025.acl-long.3/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yet**Srishti Gureja et al.*2025 · 26 citations* 3. **[Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QA](https://md.research.elamur.ai/free/en/papers/maheshwary-2026-augmenting-llm-reasoning-dynamic-notes/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Rishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, et al.*2026* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Alfonso Amayuelas](https://md.research.elamur.ai/free/en/authors/alfonso-amayuelas/) - [Angelika Romanou](https://md.research.elamur.ai/free/en/authors/angelika-romanou/) - [Khyati Mahajan](https://md.research.elamur.ai/free/en/authors/khyati-mahajan/) - [Negar Foroutan](https://md.research.elamur.ai/free/en/authors/negar-foroutan/) - [Shivalika Singh](https://md.research.elamur.ai/free/en/authors/shivalika-singh/) - [Spandana Gella](https://md.research.elamur.ai/free/en/authors/spandana-gella/) - [Vikas Yadav](https://md.research.elamur.ai/free/en/authors/vikas-yadav/) - [Zeming Chen](https://md.research.elamur.ai/free/en/authors/zeming-chen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) - Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 94 times (of the 141,840 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rishabh-maheshwary/cited-by/). Updated 24 October 2026