--- title: "Sadhana Kumaravel — author profile and papers in our library" description: "Sadhana Kumaravel: 2 papers on Elamur Research (2022–2025), h-index 8 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/sadhana-kumaravel/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sadhana-kumaravel/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sadhana Kumaravel # Sadhana Kumaravel Sadhana Kumaravel has 2 papers in our library, in 2022–2025, most of them on [Coreference resolution](https://md.research.elamur.ai/free/en/topics/coreference-resolution/), [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Austin Blodgett](https://md.research.elamur.ai/free/en/authors/austin-blodgett/), [Ibrahim Abdelaziz](https://md.research.elamur.ai/free/en/authors/ibrahim-abdelaziz/), [Jeffrey Flanigan](https://md.research.elamur.ai/free/en/authors/jeffrey-flanigan/). 2 papers in our library · 2022–2025 [OpenAlex](https://openalex.org/A5109346867) · [**h-index 8**](https://openalex.org/authors/A5109346867) · [25 works](https://openalex.org/works?filter=author.id:A5109346867) · [370 citations](https://openalex.org/works?filter=author.id:A5109346867&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sadhana-kumaravel/#papers) · [🔗 Cited 27 times in our library](https://md.research.elamur.ai/free/en/authors/sadhana-kumaravel/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9320](https://md.research.elamur.ai/free/en/paper-stars/page/94/#star-9320) 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=Sadhana+Kumaravel) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sadhana+Kumaravel) · [dblp](https://dblp.org/search?q=Sadhana+Kumaravel) · [ACL Anthology](https://aclanthology.org/search/?q=Sadhana+Kumaravel) ## Affiliations [🏢**IBM** Armonk · United States 2020–2025 · 15 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Georgetown University** Washington · United States 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/georgetown-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 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/) 🧭 Topics 5 Research subjects and languages the work is about.[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/) · [Coreference resolution · 1 work](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/sadhana-kumaravel/year/2025/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/sadhana-kumaravel/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[DocAMR: Multi-Sentence AMR Representation and Evaluation](https://md.research.elamur.ai/free/en/papers/naseem-2022-docamr-multi-sentence-amr-representation/)** *(2022 · 24 citations)* AMR was built for single sentences, so a document needs one graph that joins sentences through their coreference links. 2. **[NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls](https://md.research.elamur.ai/free/en/papers/basu-2025-nestful-benchmark-evaluating-llms-nested/)** *(2025 · 16 citations)* Benchmarks for LLM tool calling usually treat an API sequence as a set of independent calls. Many real tasks instead need nesting, where one call's result becomes an argument to a later call. NESTFUL (IBM Research) targets this gap with more than 1,800 nested sequences built from MathQA and StarCoder2-Instruct. ## 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. [**DocAMR: Multi-Sentence AMR Representation and Evaluation**Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, et al.*Machine translation · 24 citations*](https://md.research.elamur.ai/free/en/papers/naseem-2022-docamr-multi-sentence-amr-representation/) 2. **[NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls](https://md.research.elamur.ai/free/en/papers/basu-2025-nestful-benchmark-evaluating-llms-nested/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Kinjal Basu, Ibrahim Abdelaziz, Kiran Kate, et al.*2025 · 16 citations* 3. **[Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing ↗](https://arxiv.org/abs/2305.17273) arXiv:2305.17273 · no summary yet**Sadhana Kumaravel et al.*2023* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Austin Blodgett](https://md.research.elamur.ai/free/en/authors/austin-blodgett/) - [Ibrahim Abdelaziz](https://md.research.elamur.ai/free/en/authors/ibrahim-abdelaziz/) - [Jeffrey Flanigan](https://md.research.elamur.ai/free/en/authors/jeffrey-flanigan/) - [Kinjal Basu](https://md.research.elamur.ai/free/en/authors/kinjal-basu/) - [Luis Lastras](https://md.research.elamur.ai/free/en/authors/luis-lastras/) - [Nathan Schneider](https://md.research.elamur.ai/free/en/authors/nathan-schneider/) - [Radu Florian](https://md.research.elamur.ai/free/en/authors/radu-florian/) - [Ramón Fernandez Astudillo](https://md.research.elamur.ai/free/en/authors/ramon-fernandez-astudillo/) - [Salim Roukos](https://md.research.elamur.ai/free/en/authors/salim-roukos/) - [Tahira Naseem](https://md.research.elamur.ai/free/en/authors/tahira-naseem/) - [Tim O'Gorman](https://md.research.elamur.ai/free/en/authors/tim-o-gorman/) - [Xin Wang](https://md.research.elamur.ai/free/en/authors/xin-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2022](https://md.research.elamur.ai/free/en/venues/naacl/2022/) ## Cited by Papers of our library cite their works 27 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sadhana-kumaravel/cited-by/). Updated 30 October 2026