--- title: "Srikanth Doss — author profile and papers — Elamur Research" description: "Srikanth Doss, Amazon: 2 papers on Elamur Research (2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/srikanth-doss/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/srikanth-doss/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Srikanth Doss # Srikanth Doss Srikanth Doss 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/); often with [Nikolaos Pappas](https://md.research.elamur.ai/free/en/authors/nikolaos-pappas/), [Zheng Qi](https://md.research.elamur.ai/free/en/authors/zheng-qi/), [Evangelia Spiliopoulou](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5036561689) · [**h-index 2**](https://openalex.org/authors/A5036561689) · [15 works](https://openalex.org/works?filter=author.id:A5036561689) · [92 citations](https://openalex.org/works?filter=author.id:A5036561689&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/srikanth-doss/#papers) · [🔗 Cited 38 times in our library](https://md.research.elamur.ai/free/en/authors/srikanth-doss/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #13136](https://md.research.elamur.ai/free/en/paper-stars/page/132/#star-13136) 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=Srikanth+Doss) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Srikanth+Doss) · [dblp](https://dblp.org/search?q=Srikanth+Doss) · [ACL Anthology](https://aclanthology.org/search/?q=Srikanth+Doss) ## Affiliations [🏢**Amazon** Seattle · United States 2022–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of California San Diego** San Diego · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 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/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](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/srikanth-doss/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[MEAV: Model Editing with Alignment Vectors for inference time LLM alignment in single and multidomain preference spectrum](https://md.research.elamur.ai/free/en/papers/shahriar-2026-meav-model-editing-alignment-vectors/)** *(2026 · 1 citation)* The paper addresses the cost of adjusting LLM alignment after training. Methods like RLHF or DPO need retraining for every new preference setting, and many inference-time alternatives rely on a reward model at each step. The authors propose MEAV, which treats alignment as model editing in the spirit of Task… 2. **[Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yaldiz-2026-balancing-classification-calibration-performance-decision/)** *(2026)* LLMs used for decisions such as content moderation or clinical support need confidence scores that tell downstream systems when to fall back to a larger model or a human. ## 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. **[Label Semantics for Few Shot Named Entity Recognition ↗](https://aclanthology.org/2022.findings-acl.155/) Findings of the Association for Computational Linguistics: ACL 2022 · no summary yet**Jie Ma et al.*2022 · 123 citations* 2. **[MEAV: Model Editing with Alignment Vectors for inference time LLM alignment in single and multidomain preference spectrum](https://md.research.elamur.ai/free/en/papers/shahriar-2026-meav-model-editing-alignment-vectors/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sadat Shahriar, Zheng Qi, Nikolaos Pappas, et al.*2026 · 1 citation* 3. **[Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yaldiz-2026-balancing-classification-calibration-performance-decision/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Duygu Nur Yaldiz, Evangelia Spiliopoulou, Zheng Qi, et al.*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Nikolaos Pappas](https://md.research.elamur.ai/free/en/authors/nikolaos-pappas/) ×2 - [Zheng Qi](https://md.research.elamur.ai/free/en/authors/zheng-qi/) ×2 - [Evangelia Spiliopoulou](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/) - [Manuel Mager](https://md.research.elamur.ai/free/en/authors/manuel-mager/) - [Monica Sunkara](https://md.research.elamur.ai/free/en/authors/monica-sunkara/) - [Siddharth Varia](https://md.research.elamur.ai/free/en/authors/siddharth-varia/) - [Yassine Benajiba](https://md.research.elamur.ai/free/en/authors/yassine-benajiba/) ## 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/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - Findings of the Association for Computational Linguistics: ACL 2022 ## Cited by Papers of our library cite their works 38 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/srikanth-doss/cited-by/). Updated 2 November 2026