--- title: "Soumya Smruti Mishra · Amazon — author profile and papers" description: "Soumya Smruti Mishra, Amazon: 2 papers on Elamur Research (2025–2026), h-index 1 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/soumya-smruti-mishra/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/soumya-smruti-mishra/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Soumya Smruti Mishra # Soumya Smruti Mishra Soumya Smruti Mishra has 2 papers in our library, in 2025–2026; often with [Yawei Wang](https://md.research.elamur.ai/free/en/authors/yawei-wang/), [Han Ding](https://md.research.elamur.ai/free/en/authors/han-ding/), [Kang Zhou](https://md.research.elamur.ai/free/en/authors/kang-zhou/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5119858289) · [**h-index 1**](https://openalex.org/authors/A5119858289) · [6 works](https://openalex.org/works?filter=author.id:A5119858289) · [22 citations](https://openalex.org/works?filter=author.id:A5119858289&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/soumya-smruti-mishra/#papers) · [🔗 Cited 26 times in our library](https://md.research.elamur.ai/free/en/authors/soumya-smruti-mishra/cited-by/) · [⭐ Paper Stars ranking: #9087](https://md.research.elamur.ai/free/en/paper-stars/page/91/#star-9087) 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=Soumya+Smruti+Mishra) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Soumya+Smruti+Mishra) · [dblp](https://dblp.org/search?q=Soumya+Smruti+Mishra) · [ACL Anthology](https://aclanthology.org/search/?q=Soumya+Smruti+Mishra) ## Affiliations [🏢**Amazon** Seattle · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/amazon/) 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 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/soumya-smruti-mishra/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/soumya-smruti-mishra/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Systematic Survey of Automatic Prompt Optimization Techniques](https://md.research.elamur.ai/free/en/papers/ramnath-2025-systematic-survey-automatic-prompt-optimization/)** *(2025 · 40 citations)* Large language models react unpredictably to small changes in prompt wording, ordering or formatting. Manual prompt engineering is therefore laborious and quickly becomes outdated as models change. This survey by an Amazon Web Services team reviews black-box Automatic Prompt Optimization (APO): methods that improve… 2. **[Reinforcement Learning for Self-Improving Agent with Skill Library](https://md.research.elamur.ai/free/en/papers/wang-2026-reinforcement-learning-self-improving-agent/)** *(2026 · 8 citations)* Agents built on LLMs and trained with RL often stay tied to their training scenarios. They struggle to turn experience gathered after deployment into better performance on later tasks. Skill libraries, where agents store reusable routines, can help, but current versions rely on hand-written prompts and so depend on… ## Co-authors here 11 co-authors with a page, the most papers together first. - [Yawei Wang](https://md.research.elamur.ai/free/en/authors/yawei-wang/) ×2 - [Han Ding](https://md.research.elamur.ai/free/en/authors/han-ding/) - [Kang Zhou](https://md.research.elamur.ai/free/en/authors/kang-zhou/) - [Kiran Ramnath](https://md.research.elamur.ai/free/en/authors/kiran-ramnath/) - [Lin Lee Cheong](https://md.research.elamur.ai/free/en/authors/lin-lee-cheong/) - [Sangmin Woo](https://md.research.elamur.ai/free/en/authors/sangmin-woo/) - [Shuai Wang](https://md.research.elamur.ai/free/en/authors/shuai-wang/) - [Xuan Qi](https://md.research.elamur.ai/free/en/authors/xuan-qi/) - [Yijun Tian](https://md.research.elamur.ai/free/en/authors/yijun-tian/) - [Zhengyuan Shen](https://md.research.elamur.ai/free/en/authors/zhengyuan-shen/) - [Zhichao Xu](https://md.research.elamur.ai/free/en/authors/zhichao-xu/) ## 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 on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 26 times (of the 149,439 papers whose bibliographies we read); [6 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/soumya-smruti-mishra/cited-by/). Updated 2 November 2026