--- title: "Aman Sinha — author profile and papers — Elamur Research" description: "Aman Sinha, Analyse et Traitement Informatique de la Langue Française: 3 papers on Elamur Research (2020–2026), h-index 2…" canonical: "https://research.elamur.ai/free/en/authors/aman-sinha/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/aman-sinha/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Aman Sinha # Aman Sinha Aman Sinha has 3 papers in our library, in 2020–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Mathieu Constant](https://md.research.elamur.ai/free/en/authors/mathieu-constant/), [Philipp Mondorf](https://md.research.elamur.ai/free/en/authors/philipp-mondorf/), [Pontus Stenetorp](https://md.research.elamur.ai/free/en/authors/pontus-stenetorp/). 3 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5080900456) · [ORCID](https://orcid.org/0009-0005-8227-3110) · [**h-index 2**](https://openalex.org/authors/A5080900456) · [9 works](https://openalex.org/works?filter=author.id:A5080900456) · [5 citations](https://openalex.org/works?filter=author.id:A5080900456&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/aman-sinha/#papers) · [🔗 Cited 6 times in our library](https://md.research.elamur.ai/free/en/authors/aman-sinha/cited-by/) · [⭐ Paper Stars ranking: #8158](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8158) 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=Aman+Sinha) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Aman+Sinha) · [dblp](https://dblp.org/search?q=Aman+Sinha) · [ACL Anthology](https://aclanthology.org/search/?q=Aman+Sinha) ## Affiliations [🎓**Université de Lorraine** Nancy · France 2025–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/universite-de-lorraine/) · [🔬**Analyse et Traitement Informatique de la Langue Française** Nancy · France 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/labs/analyse-et-traitement-informatique-de-la-langue-francaise/) · [🎓**Indian Institute of Science Education and Research Kolkata** Kolkata · India 2023–2024 · 3 papers](https://ror.org/00djv2c17) 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 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) 🧭 Topics 2 Research subjects and languages the work is about.[Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Language models & pretraining · 1 work](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/aman-sinha/year/2026/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/aman-sinha/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[C-Net: Contextual Network for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/jena-2020-c-net-contextual-network-sarcasm/)** *(2020 · 38 citations)* The paper tackles sarcasm detection in online conversations, where a reply often reads as sarcastic only in light of the preceding dialogue. 2. **[Language Models Learn Universal Representations of Numbers and Here's Why You Should Care](https://md.research.elamur.ai/free/en/papers/stefanik-2026-language-models-learn-universal-representations/)** *(2026)* The paper asks how consistently large language models encode numbers. Earlier studies found sine-like number embeddings but did not measure how closely they match across models, and they did not use natural-language contexts. The authors examine eight open checkpoints from the OLMo 2, Llama 3 and Phi 4 families. They… 3. **[Medical Context Variation: A source of impairment for Event classification](https://md.research.elamur.ai/free/en/papers/sinha-2026-medical-context-variation-source-impairment/)** *(2026)* Clinical notes are mostly free text, and each clinician writes them differently. This case study asks whether that stylistic variation weakens pre-trained language models on medication-event context classification. The authors use the CMED corpus, which contains 500 annotated notes on Type II Diabetes patients from… ## Co-authors here 5 co-authors with a page, the most papers together first. - [Mathieu Constant](https://md.research.elamur.ai/free/en/authors/mathieu-constant/) - [Philipp Mondorf](https://md.research.elamur.ai/free/en/authors/philipp-mondorf/) - [Pontus Stenetorp](https://md.research.elamur.ai/free/en/authors/pontus-stenetorp/) - [Raúl Vázquez](https://md.research.elamur.ai/free/en/authors/raul-vazquez/) - [Timothee Mickus](https://md.research.elamur.ai/free/en/authors/timothee-mickus/) ## 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/) - [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/): [BioNLP 2026](https://md.research.elamur.ai/free/en/venues/bionlp/2026/) - [Workshop on Figurative Language Processing](https://md.research.elamur.ai/free/en/venues/figlang/): [Workshop on Figurative Language Processing 2020](https://md.research.elamur.ai/free/en/venues/figlang/2020/) ## Cited by Papers of our library cite their works 6 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/aman-sinha/cited-by/). Updated 1 November 2026