--- title: "Murali Krishna Ramanathan — author profile and papers" description: "Murali Krishna Ramanathan, Amazon: 2 papers on Elamur Research (2024–2026), h-index 9 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/murali-krishna-ramanathan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/murali-krishna-ramanathan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Murali Krishna Ramanathan # Murali Krishna Ramanathan Murali Krishna Ramanathan has 2 papers in our library, in 2024–2026, most of them on [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Bing Xiang](https://md.research.elamur.ai/free/en/authors/bing-xiang/), [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/), [Parminder Bhatia](https://md.research.elamur.ai/free/en/authors/parminder-bhatia/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5107242862) · [ORCID](https://orcid.org/0000-0002-6568-017X) · [Wikidata](https://www.wikidata.org/wiki/Q130823831) · [**h-index 9**](https://openalex.org/authors/A5107242862) · [32 works](https://openalex.org/works?filter=author.id:A5107242862) · [396 citations](https://openalex.org/works?filter=author.id:A5107242862&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/murali-krishna-ramanathan/#papers) · [🔗 Cited 90 times in our library](https://md.research.elamur.ai/free/en/authors/murali-krishna-ramanathan/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9150](https://md.research.elamur.ai/free/en/paper-stars/page/92/#star-9150) 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=Murali+Krishna+Ramanathan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Murali+Krishna+Ramanathan) · [dblp](https://dblp.org/search?q=Murali+Krishna+Ramanathan) · [ACL Anthology](https://aclanthology.org/search/?q=Murali+Krishna+Ramanathan) ## Affiliations [🏢**Amazon** Seattle · United States 2023–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Indian Institute of Science Bangalore** Bengaluru · India 2013–2014 · 2 papers](https://md.research.elamur.ai/free/en/universities/indian-institute-of-science-bangalore/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2006–2007 · 2 papers](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) 🏛️**Amazon Web Services** Santa Clara · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2022Employment since 2022 · Principal Applied Scientist, AI Labs 🏛️**Indian Institute of Science** Bangalore · [India](https://md.research.elamur.ai/free/en/countries/india/) Employment 🏛️**Purdue University** West Lafayette · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) Education 🏛️**Uber Technologies** New York City · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) Employment 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Code & programming languages · 2 works](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/murali-krishna-ramanathan/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/murali-krishna-ramanathan/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context](https://md.research.elamur.ai/free/en/papers/ding-2024-cocomic-code-completion-jointly-modeling/)** *(2024 · 45 citations)* Most code language models complete a file using only the code above the cursor. They ignore definitions elsewhere in the same repository, which matter a great deal in modular projects. Without that information, models invent class methods or call functions with wrong arguments, especially in private, still-developing… 2. **[SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion](https://md.research.elamur.ai/free/en/papers/ma-2026-specagent-speculative-retrieval-forecasting-agent/)** *(2026 · 1 citation)* Repository-level code completion depends on project-specific knowledge such as private APIs and cross-file dependencies. ## 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. **[CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context](https://md.research.elamur.ai/free/en/papers/ding-2024-cocomic-code-completion-jointly-modeling/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Yangruibo Ding, Zijian Wang, Wasi Ahmad, et al.*2024 · 45 citations* 2. **[A Static Evaluation of Code Completion by Large Language Models ↗](https://aclanthology.org/2023.acl-industry.34/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) · no summary yet**Hantian Ding et al.*2023 · 11 citations* 3. **[SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion](https://md.research.elamur.ai/free/en/papers/ma-2026-specagent-speculative-retrieval-forecasting-agent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**George Ma, Anurag Koul, Qi Chen, et al.*2026 · 1 citation* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Bing Xiang](https://md.research.elamur.ai/free/en/authors/bing-xiang/) - [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/) - [Parminder Bhatia](https://md.research.elamur.ai/free/en/authors/parminder-bhatia/) - [Qi Chen](https://md.research.elamur.ai/free/en/authors/qi-chen/) - [Ramesh Nallapati](https://md.research.elamur.ai/free/en/authors/ramesh-nallapati/) - [Varun Kumar](https://md.research.elamur.ai/free/en/authors/varun-kumar/) - [Wasi Uddin Ahmad](https://md.research.elamur.ai/free/en/authors/wasi-uddin-ahmad/) - [Zijian Wang](https://md.research.elamur.ai/free/en/authors/zijian-wang/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2024](https://md.research.elamur.ai/free/en/venues/lrec/2024/) ## Cited by Papers of our library cite their works 90 times (of the 149,439 papers whose bibliographies we read); [27 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/murali-krishna-ramanathan/cited-by/). Updated 2 November 2026