--- title: "Ayush Kumar — author profile and papers — Elamur Research" description: "Ayush Kumar, Stony Brook University: 2 papers on Elamur Research (2026), h-index 8 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/ayush-kumar/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ayush-kumar/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ayush Kumar # Ayush Kumar Ayush Kumar has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5101591707) · [ORCID](https://orcid.org/0000-0001-5867-5623) · [**h-index 8**](https://openalex.org/authors/A5101591707) · [38 works](https://openalex.org/works?filter=author.id:A5101591707) · [145 citations](https://openalex.org/works?filter=author.id:A5101591707&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ayush-kumar/#papers) · [⭐ Paper Stars ranking: #11438](https://md.research.elamur.ai/free/en/paper-stars/page/115/#star-11438) 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=Ayush+Kumar) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ayush+Kumar) · [dblp](https://dblp.org/search?q=Ayush+Kumar) · [ACL Anthology](https://aclanthology.org/search/?q=Ayush+Kumar) ## Affiliations [🎓**Stony Brook University** Stony Brook · United States 2023–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/stony-brook-university/) · [🎓**Harvard University** Cambridge · United States 2022–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**COER University** Roorkee · India 2024 · 4 papers](https://ror.org/040m46366) · [🏥**Massachusetts Eye and Ear Infirmary** Boston · United States 2022–2024 · 3 papers](https://ror.org/04g3dn724) · [🏢**ST Engineering** Singapore · Singapore 2023 · 3 papers](https://ror.org/014ycg306) · [🎓**Government Engineering College, Banka** Bānka · India 2025 · 2 papers](https://ror.org/026sx4z57) · [🎓**Amrita Vishwa Vidyapeetham** Coimbatore · India 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/amrita-vishwa-vidyapeetham/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 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 9 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Organizational Behavior and Human Resource Management · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/organizational-behavior-and-human-resource-management/) · [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 · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/ayush-kumar/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Counterfactual Fairness Evaluation of LLM-Based Contact Center Agent Quality Assurance System](https://md.research.elamur.ai/free/en/papers/mayilvaghanan-2026-counterfactual-fairness-evaluation-llm-based/)** *(2026 · 1 citation)* Contact centers increasingly use LLMs to score agent calls against QA rubrics and to write coaching notes. 2. **[Tool-Aware Planning for Contact-Center Analytics: Evaluating LLMs through Lineage-Guided Query Decomposition](https://md.research.elamur.ai/free/en/papers/nathan-2026-tool-aware-planning-contact-center/)** *(2026)* The paper tackles the evaluation of LLM planners for business-insight questions in contact centers. Answering such questions means breaking them into executable steps across three fixed tools: T2S (Text-to-SQL over Snowflake), RAG over call transcripts, and an LLM for synthesis. Each plan is a JSON DAG whose… ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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 Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/): [GEM 2026](https://md.research.elamur.ai/free/en/venues/gem/2026/) Updated 1 November 2026