--- title: "Li Lucy — author profile and papers — Elamur Research" description: "Li Lucy, Worcester Polytechnic Institute: 4 papers on Elamur Research (2021–2026), h-index 9 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/li-lucy/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/li-lucy/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Li Lucy # Li Lucy Li Lucy has 4 papers in our library, in 2021–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [English](https://md.research.elamur.ai/free/en/topics/english/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [David Bamman](https://md.research.elamur.ai/free/en/authors/david-bamman/), [Emma Strubell](https://md.research.elamur.ai/free/en/authors/emma-strubell/), [Jesse Dodge](https://md.research.elamur.ai/free/en/authors/jesse-dodge/). 4 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5072860546) · [ORCID](https://orcid.org/0009-0002-8077-6310) · [Wikidata](https://www.wikidata.org/wiki/Q130858711) · [**h-index 9**](https://openalex.org/authors/A5072860546) · [25 works](https://openalex.org/works?filter=author.id:A5072860546) · [626 citations](https://openalex.org/works?filter=author.id:A5072860546&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/li-lucy/#papers) · [🔗 Cited 457 times in our library](https://md.research.elamur.ai/free/en/authors/li-lucy/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4017](https://md.research.elamur.ai/free/en/paper-stars/page/41/#star-4017) 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=Li+Lucy) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Li+Lucy) · [dblp](https://dblp.org/search?q=Li+Lucy) · [ACL Anthology](https://aclanthology.org/search/?q=Li+Lucy) ## Affiliations [🎓**Worcester Polytechnic Institute** Worcester · United States 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/worcester-polytechnic-institute/) · [🎓**University of California, Berkeley** Berkeley · United States 2018–2025 · 15 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2023–2024 · 4 papers](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**University of Oxford** Oxford · United Kingdom 2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🎓**University of Washington** Seattle · United States 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**Stanford University** Stanford · United States 2017–2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/stanford-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 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Gender Studies · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/gender-studies/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Human-Computer Interaction · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/human-computer-interaction/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [English · 2 works](https://md.research.elamur.ai/free/en/topics/english/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/li-lucy/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/li-lucy/year/2024/) · [**2021** 2 papers](https://md.research.elamur.ai/free/en/authors/li-lucy/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Gender and Representation Bias in GPT-3 Generated Stories](https://md.research.elamur.ai/free/en/papers/lucy-2021-gender-representation-bias-gpt-3/)** *(2021 · 387 citations)* The paper asks whether stories written by GPT-3 reproduce familiar gender stereotypes. The authors drew single-sentence prompts naming a main character from 402 English contemporary fiction books, using BookNLP to identify characters. They had the davinci model continue each prompt several times. As a control, they… 2. **[Characterizing English Variation across Social Media Communities with BERT](https://md.research.elamur.ai/free/en/papers/lucy-2021-characterizing-english-variation-across-social/)** *(2021 · 57 citations)* The paper asks how to measure how far an online community's English departs from general usage. Earlier studies looked mainly at which words a group uses. This one also asks whether a group uses familiar words in its own way. The authors sampled two months of Reddit comments (May–June 2019) from 474 mostly-English… 3. **[AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters](https://md.research.elamur.ai/free/en/papers/lucy-2024-aboutme-self-descriptions-webpages-document/)** *(2024 · 15 citations)* Pretraining corpora for LLMs are shaped by "quality" and language-identification filters, but little is known about whose web text these filters drop. 4. **[The Aftermath of DrawEduMath: Vision Language Models Underperform with Struggling Students and Misdiagnose Errors](https://md.research.elamur.ai/free/en/papers/lucy-2026-aftermath-drawedumath-vision-language-models/)** *(2026)* This paper revisits DrawEduMath, a QA benchmark built from real K-12 students' handwritten and hand-drawn math answers, one year after its release. ## All works 6 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[Gender and Representation Bias in GPT-3 Generated Stories](https://md.research.elamur.ai/free/en/papers/lucy-2021-gender-representation-bias-gpt-3/) [Workshop on Narrative Understanding](https://md.research.elamur.ai/free/en/venues/nuse/)**Li Lucy, David Bamman*2021 · 387 citations* 2. **[Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ↗](https://aclanthology.org/2024.acl-long.840/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Luca Soldaini et al.*2024 · 341 citations* 3. **[Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning ↗](https://arxiv.org/abs/1705.11168) arXiv:1705.11168 · no summary yet**Li Lucy, Jon Gauthier*2017 · 91 citations* 4. **[Characterizing English Variation across Social Media Communities with BERT](https://md.research.elamur.ai/free/en/papers/lucy-2021-characterizing-english-variation-across-social/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Li Lucy, David Bamman*2021 · 57 citations* 5. **[AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters](https://md.research.elamur.ai/free/en/papers/lucy-2024-aboutme-self-descriptions-webpages-document/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Li Lucy, Suchin Gururangan, Luca Soldaini, et al.*2024 · 15 citations* 6. **[The Aftermath of DrawEduMath: Vision Language Models Underperform with Struggling Students and Misdiagnose Errors](https://md.research.elamur.ai/free/en/papers/lucy-2026-aftermath-drawedumath-vision-language-models/) [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/)**Li Lucy, Albert Zhang, Nathan Anderson, et al.*2026* ## Co-authors here 6 co-authors with a page, the most papers together first. - [David Bamman](https://md.research.elamur.ai/free/en/authors/david-bamman/) ×3 - [Emma Strubell](https://md.research.elamur.ai/free/en/authors/emma-strubell/) - [Jesse Dodge](https://md.research.elamur.ai/free/en/authors/jesse-dodge/) - [Kyle Lo](https://md.research.elamur.ai/free/en/authors/kyle-lo/) - [Luca Soldaini](https://md.research.elamur.ai/free/en/authors/luca-soldaini/) - [Suchin Gururangan](https://md.research.elamur.ai/free/en/authors/suchin-gururangan/) ## 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/) ×2: [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/): [BEA 2026](https://md.research.elamur.ai/free/en/venues/bea/2026/) - [Workshop on Narrative Understanding](https://md.research.elamur.ai/free/en/venues/nuse/): [Workshop on Narrative Understanding 2021](https://md.research.elamur.ai/free/en/venues/nuse/2021/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2021](https://md.research.elamur.ai/free/en/venues/tacl/2021/) ## Cited by Papers of our library cite their works 457 times (of the 149,439 papers whose bibliographies we read); [107 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/li-lucy/cited-by/). Updated 1 November 2026