--- title: "Khyati Mahajan — author profile and papers · Speech act theory" description: "Khyati Mahajan: 2 papers on Elamur Research (2022–2026), h-index 6 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/khyati-mahajan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/khyati-mahajan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Khyati Mahajan # Khyati Mahajan Khyati Mahajan has 2 papers in our library, in 2022–2026, most of them on [Speech act theory](https://md.research.elamur.ai/free/en/topics/speech-act-theory/), [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/); often with [Rishabh Maheshwary](https://md.research.elamur.ai/free/en/authors/rishabh-maheshwary/), [Spandana Gella](https://md.research.elamur.ai/free/en/authors/spandana-gella/), [Vikas Yadav](https://md.research.elamur.ai/free/en/authors/vikas-yadav/). 2 papers in our library · 2022–2026 [OpenAlex](https://openalex.org/A5039347651) · [ORCID](https://orcid.org/0000-0002-6233-2583) · [**h-index 6**](https://openalex.org/authors/A5039347651) · [25 works](https://openalex.org/works?filter=author.id:A5039347651) · [274 citations](https://openalex.org/works?filter=author.id:A5039347651&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/khyati-mahajan/#papers) · 🔗 Cited 12 times in our library · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6206](https://md.research.elamur.ai/free/en/paper-stars/page/63/#star-6206) 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=Khyati+Mahajan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Khyati+Mahajan) · [dblp](https://dblp.org/search?q=Khyati+Mahajan) · [ACL Anthology](https://aclanthology.org/search/?q=Khyati+Mahajan) ## Affiliations [🎓**University of North Carolina at Charlotte** Charlotte · United States 2019–2023 · 10 papers](https://ror.org/04dawnj30) · [🏢**ServiceNow** Santa Clara · United States 2025 · 3 papers](https://md.research.elamur.ai/free/en/companies/servicenow/) · [🎓**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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [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 5 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Speech act theory · 1 work](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [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/) · [**2022** 1 paper Improving Dialogue Act Recognition with Augmented Data](https://md.research.elamur.ai/free/en/papers/mahajan-2022-improving-dialogue-act-recognition-augmented/) ## Papers The most cited first (OpenAlex and our library). 1. **[Improving Dialogue Act Recognition with Augmented Data](https://md.research.elamur.ai/free/en/papers/mahajan-2022-improving-dialogue-act-recognition-augmented/)** *(2022 · 2 citations)* The authors build dialogue act recognition (DAR) models for an industrial virtual assistant. They find that a BERT-based classifier fine-tuned on the Schema-Guided Dialogue (SGD) corpus scores very well on SGD but fails on in-house conversations. AFFIRM falls to 0.39 F1 and NEGATE to 0.16. The cause is low variety in… 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. **[Socratic Questioning of Novice Debuggers: A Benchmark Dataset and Preliminary Evaluations](https://aclanthology.org/2023.bea-1.57/) · original ↗ · no summary yet · Proceedings of the 18th Workshop on Innovative Use of NLP for Building…**Erfan Al-Hossami et al.*2023 · 34 citations* 2. **[Improving Dialogue Act Recognition with Augmented Data](https://md.research.elamur.ai/free/en/papers/mahajan-2022-improving-dialogue-act-recognition-augmented/)**Khyati Mahajan, Soham Parikh, Quaizar Vohra, et al.*[Workshop on Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/) · 2 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/)**Rishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, et al.*[Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Rishabh Maheshwary](https://md.research.elamur.ai/free/en/authors/rishabh-maheshwary/) - [Spandana Gella](https://md.research.elamur.ai/free/en/authors/spandana-gella/) - [Vikas Yadav](https://md.research.elamur.ai/free/en/authors/vikas-yadav/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/): [GEM 2022](https://md.research.elamur.ai/free/en/venues/gem/2022/) - [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 18th Workshop on Innovative Use of NLP… ## Cited by Papers of our library cite their works 12 times (of the 141,840 papers whose bibliographies we read). Updated 24 October 2026