--- title: "Michael Flor — author profile and papers — Elamur Research" description: "Michael Flor, Educational Testing Service: 3 papers on Elamur Research (2018–2025), h-index 23 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/michael-flor/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/michael-flor/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Michael Flor # Michael Flor Michael Flor has 3 papers in our library, in 2018–2025, most of them on [Idioms & multiword expressions](https://md.research.elamur.ai/free/en/topics/multiword-expressions/), [English](https://md.research.elamur.ai/free/en/topics/english/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Alla Rozovskaya](https://md.research.elamur.ai/free/en/authors/alla-rozovskaya/), [Anna Feldman](https://md.research.elamur.ai/free/en/authors/anna-feldman/), [Beata Beigman Klebanov](https://md.research.elamur.ai/free/en/authors/beata-beigman-klebanov/). 3 papers in our library · 2018–2025 [OpenAlex](https://openalex.org/A5066547058) · [ORCID](https://orcid.org/0000-0002-3320-5729) · [**h-index 23**](https://openalex.org/authors/A5066547058) · [82 works](https://openalex.org/works?filter=author.id:A5066547058) · [1,116 citations](https://openalex.org/works?filter=author.id:A5066547058&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/michael-flor/#papers) · [🔗 Cited 87 times in our library](https://md.research.elamur.ai/free/en/authors/michael-flor/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6991](https://md.research.elamur.ai/free/en/paper-stars/page/70/#star-6991) 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=Michael+Flor) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Michael+Flor) · [dblp](https://dblp.org/search?q=Michael+Flor) · [ACL Anthology](https://aclanthology.org/search/?q=Michael+Flor) ## Affiliations [🤝**Educational Testing Service** Princeton · United States 2010–2026 · 60 papersEmployment · Senior Research Scientist, ETS Research Institute (previosly called R&D Division)*current*](https://md.research.elamur.ai/free/en/ngos/educational-testing-service/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 5 Research subjects and languages the work is about.[English · 2 works](https://md.research.elamur.ai/free/en/topics/english/) · [Idioms & multiword expressions · 2 works](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Grammatical error correction & learner language · 1 work](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) · [Psycholinguistics & language acquisition · 1 work](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Psycholinguistics · 1 work](https://md.research.elamur.ai/free/en/concepts/psycholinguistics/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/michael-flor/year/2025/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/michael-flor/year/2019/) · [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/michael-flor/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Corpus of Non-Native Written English Annotated for Metaphor](https://md.research.elamur.ai/free/en/papers/klebanov-2018-corpus-non-native-written-english/)** *(2018 · 45 citations)* Supervised metaphor detection has mostly been trained and tested on the VUA corpus, which draws on BNC text. 2. **[A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction](https://md.research.elamur.ai/free/en/papers/flor-2019-benchmark-corpus-english-misspellings-minimally/)** *(2019 · 39 citations)* Non-word spelling correction has a long research history, but systems have mostly been tested on synthetic typos or closed datasets, so results are hard to compare. 3. **[A Survey of Idiom Datasets for Psycholinguistic and Computational Research](https://md.research.elamur.ai/free/en/papers/flor-2025-survey-idiom-datasets-psycholinguistic-computational/)** *(2025 · 5 citations)* Idioms are hard for NLP systems and tricky for human experiments. Their figurative sense often cannot be derived from the component words, and one phrase can be literal in one context and figurative in another. Resources for studying idioms come from two fields and vary in annotation, languages, idiom types and size… ## 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. **[Semantic classifications for detection of verb metaphors ↗](https://aclanthology.org/P16-2017/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Beata Beigman Klebanov et al.*2016 · 110 citations* 2. **[Four types of context for automatic spelling correction ↗](https://aclanthology.org/2012.tal-3.4/) no summary yet**Flor, Michael*2012 · 56 citations* 3. **[A Corpus of Non-Native Written English Annotated for Metaphor](https://md.research.elamur.ai/free/en/papers/klebanov-2018-corpus-non-native-written-english/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Beata Beigman Klebanov, Chee Wee (Ben) Leong, Michael Flor*2018 · 45 citations* 4. **[A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction](https://md.research.elamur.ai/free/en/papers/flor-2019-benchmark-corpus-english-misspellings-minimally/) [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/)**Michael Flor, Michael Fried, Alla Rozovskaya*2019 · 39 citations* 5. **[A Survey of Idiom Datasets for Psycholinguistic and Computational Research](https://md.research.elamur.ai/free/en/papers/flor-2025-survey-idiom-datasets-psycholinguistic-computational/) [Conference on Natural Language Processing](https://md.research.elamur.ai/free/en/venues/konvens/)**Michael Flor, Xinyi Liu, Anna Feldman*2025 · 5 citations* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Alla Rozovskaya](https://md.research.elamur.ai/free/en/authors/alla-rozovskaya/) - [Anna Feldman](https://md.research.elamur.ai/free/en/authors/anna-feldman/) - [Beata Beigman Klebanov](https://md.research.elamur.ai/free/en/authors/beata-beigman-klebanov/) - [Chee Wee (Ben) Leong](https://md.research.elamur.ai/free/en/authors/chee-wee-ben-leong/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/): [BEA 2019](https://md.research.elamur.ai/free/en/venues/bea/2019/) - [Conference on Natural Language Processing](https://md.research.elamur.ai/free/en/venues/konvens/): [Conference on Natural Language Processing 2025](https://md.research.elamur.ai/free/en/venues/konvens/2025/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2018](https://md.research.elamur.ai/free/en/venues/naacl/2018/) - Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ## Cited by Papers of our library cite their works 87 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/michael-flor/cited-by/). Updated 30 October 2026