--- title: "Hansen Andrew Schwartz — author profile and papers" description: "Hansen Andrew Schwartz, INSEAD: 2 papers on Elamur Research (2019–2026), h-index 44 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/hansen-andrew-schwartz/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hansen-andrew-schwartz/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Hansen Andrew Schwartz # Hansen Andrew Schwartz Hansen Andrew Schwartz has 2 papers in our library, in 2019–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Dikshya Mohanty](https://md.research.elamur.ai/free/en/authors/dikshya-mohanty/), [Dirk Hovy](https://md.research.elamur.ai/free/en/authors/dirk-hovy/), [Niranjan Balasubramanian](https://md.research.elamur.ai/free/en/authors/niranjan-balasubramanian/). 2 papers in our library · 2019–2026 current affiliation [INSEAD](https://ror.org/00ghzk478), Fontainebleau, France; [Vanderbilt University](https://md.research.elamur.ai/free/en/universities/vanderbilt-university/), Nashville, United States; [INSEAD](https://ror.org/05qxkh644), Abu Dhabi, United Arab Emirates; [INSEAD](https://ror.org/05ynf4333), Singapore, Singapore; [Stony Brook University](https://md.research.elamur.ai/free/en/universities/stony-brook-university/), Stony Brook, United States [OpenAlex](https://openalex.org/A5046253607) · [ORCID](https://orcid.org/0000-0002-6383-3339) · [**h-index 44**](https://openalex.org/authors/A5046253607) · [287 works](https://openalex.org/works?filter=author.id:A5046253607) · [10 416 citations](https://openalex.org/works?filter=author.id:A5046253607&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [2 works in our library](https://md.research.elamur.ai/free/en/authors/hansen-andrew-schwartz/#papers) · [194 citations in our library](https://md.research.elamur.ai/free/en/authors/hansen-andrew-schwartz/cited-by/) · 4 more works in our library · [⭐ Paper Star rank #3833](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3833) 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=Hansen+Andrew+Schwartz) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Hansen+Andrew+Schwartz) · [dblp](https://dblp.org/search?q=Hansen+Andrew+Schwartz) · [ACL Anthology](https://aclanthology.org/search/?q=Hansen+Andrew+Schwartz) ## Affiliations - [Stony Brook University](https://md.research.elamur.ai/free/en/universities/stony-brook-university/) · Stony Brook, United States —current · 2014–2026 on 169 papers · employment from 2014 (Wikidata) - [Vanderbilt University](https://md.research.elamur.ai/free/en/universities/vanderbilt-university/) · Nashville, United States —current · 2024–2026 on 23 papers - [INSEAD](https://ror.org/00ghzk478) · Fontainebleau, France —current · 2026 on 1 paper - [INSEAD](https://ror.org/05qxkh644) · Abu Dhabi, United Arab Emirates —current · 2026 on 1 paper - [INSEAD](https://ror.org/05ynf4333) · Singapore, Singapore —current · 2026 on 1 paper - [University of Pennsylvania](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) · Philadelphia, United States —2012–2023 on 32 papers · education 2014–2015 (Wikidata) · employment from 2014 (Wikidata) - [Lund University](https://md.research.elamur.ai/free/en/universities/lund-university/) · Lund, Sweden —2021–2023 on 3 papers - [University of Pennsylvania Health System](https://ror.org/04h81rw26) · Philadelphia, United States —2014–2019 on 6 papers - [University of Central Florida](https://md.research.elamur.ai/free/en/universities/university-of-central-florida/) · Orlando, United States —2008–2010 on 5 papers From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 more institutions on single bylines are not listed. ## Topics [Language models & pretraining 1](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/papers/soni-2026-addressing-ecological-fallacy-larger-lms/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/papers/shah-2019-predictive-biases-natural-language-processing/) ## Papers The most cited first (OpenAlex and our library). 1. **[Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview](https://md.research.elamur.ai/free/en/papers/shah-2019-predictive-biases-natural-language-processing/)** *(2019 · 201 citations)* Research on bias in NLP has grown as a set of isolated studies. Each one defines and fixes its own kind of "bias" without shared terminology, so work often treats symptoms rather than causes. Shah, Schwartz and Hovy propose a unifying conceptual framework built from a survey of NLP literature and selected… 2. **[Addressing the Ecological Fallacy in Larger LMs with Human Context](https://md.research.elamur.ai/free/en/papers/soni-2026-addressing-ecological-fallacy-larger-lms/)** *(2026 · 1 citation)* Standard LM training treats each text as an independent sample, even when many texts come from the same writer. ## Also in our library 4 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Dikshya Mohanty](https://md.research.elamur.ai/free/en/authors/dikshya-mohanty/) - [Dirk Hovy](https://md.research.elamur.ai/free/en/authors/dirk-hovy/) - [Niranjan Balasubramanian](https://md.research.elamur.ai/free/en/authors/niranjan-balasubramanian/) ## Cited by Papers of our library cite their works 194 times (of the 140 884 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/hansen-andrew-schwartz/cited-by/).