--- title: "Matthew R. Gormley — author profile and papers in our library" description: "Matthew R. Gormley, Carnegie Mellon University: 3 papers on Elamur Research (2019–2026), h-index 14 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/matthew-r-gormley/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/matthew-r-gormley/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Matthew R. Gormley # Matthew R. Gormley Matthew R. Gormley has 3 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 [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/), [Amanda Bertsch](https://md.research.elamur.ai/free/en/authors/amanda-bertsch/), [Barun Patra](https://md.research.elamur.ai/free/en/authors/barun-patra/). 3 papers in our library · 2019–2026 [OpenAlex](https://openalex.org/A5061241015) · [ORCID](https://orcid.org/0000-0003-4207-5986) · [**h-index 14**](https://openalex.org/authors/A5061241015) · [51 works](https://openalex.org/works?filter=author.id:A5061241015) · [794 citations](https://openalex.org/works?filter=author.id:A5061241015&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/matthew-r-gormley/#papers) · [🔗 Cited 208 times in our library](https://md.research.elamur.ai/free/en/authors/matthew-r-gormley/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4509](https://md.research.elamur.ai/free/en/paper-stars/page/46/#star-4509) 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=Matthew+R.+Gormley) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Matthew+R.+Gormley) · [dblp](https://dblp.org/search?q=Matthew+R.+Gormley) · [ACL Anthology](https://aclanthology.org/search/?q=Matthew+R.+Gormley) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2016–2026 · 235 papers*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Johns Hopkins University** Baltimore · United States 2010–2021 · 15 papers](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Harbin Institute of Technology** Harbin · China 2016 · 2 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Human-Computer Interaction · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/human-computer-interaction/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper Matthew R. Gormley's papers of 2026](https://md.research.elamur.ai/free/en/papers/ryskina-2026-sunblock-softblock-analyzing-correlates-neology/) · [**2025** 1 paper Matthew R. Gormley's papers of 2025](https://md.research.elamur.ai/free/en/papers/bertsch-2025-context-learning-long-context-models/) ### 2010s [**2019** 1 paper Matthew R. Gormley's papers of 2019](https://md.research.elamur.ai/free/en/papers/patra-2019-bilingual-lexicon-induction-semi-supervision/) ## Papers The most cited first (OpenAlex and our library). 1. **[Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces](https://md.research.elamur.ai/free/en/papers/patra-2019-bilingual-lexicon-induction-semi-supervision/)** *(2019 · 158 citations)* Most bilingual lexicon induction (BLI) methods map one monolingual embedding space onto another with an orthogonal matrix. 2. **[In-Context Learning with Long-Context Models: An In-Depth Exploration](https://md.research.elamur.ai/free/en/papers/bertsch-2025-context-learning-long-context-models/)** *(2025 · 75 citations)* Long-context language models can now fit thousands of demonstrations in a prompt, sometimes approaching the size of a whole training set. 3. **[From sunblock to softblock: Analyzing the correlates of neology in published writing and on social media](https://md.research.elamur.ai/free/en/papers/ryskina-2026-sunblock-softblock-analyzing-correlates-neology/)** *(2026)* The paper asks whether the semantic factors linked to the birth of new English words (neology) are the same on social media as in edited print. ## All works 5 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces](https://md.research.elamur.ai/free/en/papers/patra-2019-bilingual-lexicon-induction-semi-supervision/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, et al.*2019 · 158 citations* 2. **[Unlimiformer: Long-Range Transformers with Unlimited Length Input ↗](https://arxiv.org/abs/2305.01625) arXiv:2305.01625 · no summary yet**Amanda Bertsch et al.*2023 · 108 citations* 3. **[In-Context Learning with Long-Context Models: An In-Depth Exploration](https://md.research.elamur.ai/free/en/papers/bertsch-2025-context-learning-long-context-models/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Amanda Bertsch, Maor Ivgi, Emily Xiao, et al.*2025 · 75 citations* 4. **[He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues ↗](https://aclanthology.org/2022.findings-emnlp.355/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Amanda Bertsch, Graham Neubig, Matthew R. Gormley*2022 · 7 citations* 5. **[From sunblock to softblock: Analyzing the correlates of neology in published writing and on social media](https://md.research.elamur.ai/free/en/papers/ryskina-2026-sunblock-softblock-analyzing-correlates-neology/) [Proceedings for the International Workshop on Computational Approaches to Language Change](https://md.research.elamur.ai/free/en/venues/lchange/)**Maria Ryskina, Matthew R. Gormley, Kyle Mahowald, et al.*2026* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/) ×2 - [Amanda Bertsch](https://md.research.elamur.ai/free/en/authors/amanda-bertsch/) - [Barun Patra](https://md.research.elamur.ai/free/en/authors/barun-patra/) - [David R. Mortensen](https://md.research.elamur.ai/free/en/authors/david-r-mortensen/) - [Joel Ruben Antony Moniz](https://md.research.elamur.ai/free/en/authors/joel-ruben-antony-moniz/) - [Jonathan Berant](https://md.research.elamur.ai/free/en/authors/jonathan-berant/) - [Kyle Mahowald](https://md.research.elamur.ai/free/en/authors/kyle-mahowald/) - [Maor Ivgi](https://md.research.elamur.ai/free/en/authors/maor-ivgi/) - [Maria Ryskina](https://md.research.elamur.ai/free/en/authors/maria-ryskina/) - [Sarthak Garg](https://md.research.elamur.ai/free/en/authors/sarthak-garg/) - [Taylor Berg-Kirkpatrick](https://md.research.elamur.ai/free/en/authors/taylor-berg-kirkpatrick/) - [Uri Alon](https://md.research.elamur.ai/free/en/authors/uri-alon/) ## 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 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/) - [Proceedings for the International Workshop on Computational Approaches to Language Change](https://md.research.elamur.ai/free/en/venues/lchange/): [Proceedings for the International Workshop on Computational Approaches to Language Change 2026](https://md.research.elamur.ai/free/en/venues/lchange/2026/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) - Findings of the Association for Computational Linguistics: EMNLP 2022 ## Cited by Papers of our library cite their works 208 times (of the 141,840 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/matthew-r-gormley/cited-by/). Updated 24 October 2026