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Li Lucy

Li Lucy has 4 papers in our library, in 2021–2026, most of them on Language models & pretraining, English, Vision & language; often with David Bamman, Emma Strubell, Jesse Dodge.

4 papers in our library · 2021–2026

OpenAlex · ORCID · Wikidata · h-index 9 · 25 works · 626 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 457 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4017

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Worcester Polytechnic InstituteWorcester · United States2025–2026 · 3 paperscurrent🎓University of California, BerkeleyBerkeley · United States2018–2025 · 15 papers🔬Allen Institute for Artificial IntelligenceSeattle · United States2023–2024 · 4 papers🎓University of OxfordOxford · United Kingdom2025 · 2 papers🎓University of WashingtonSeattle · United States2024 · 2 papers🎓Stanford UniversityStanford · United States2017–2020 · 2 papers

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 10The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArts and Humanities · 3 worksLanguage and Linguistics · 3 worksArtificial Intelligence · 3 worksSocial Sciences · 1 workGender Studies · 1 workSafety Research · 1 workHuman-Computer Interaction · 1 workComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 3 worksEnglish · 2 worksVision & language · 1 work

 Works by year

2020s

20261 paper20241 paper20212 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Gender and Representation Bias in GPT-3 Generated Stories (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 (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 (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 (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 StoriesWorkshop on Narrative UnderstandingLi Lucy, David Bamman2021 · 387 citations
  2. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetLuca Soldaini et al.2024 · 341 citations
  3. Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning ↗arXiv:1705.11168 · no summary yetLi Lucy, Jon Gauthier2017 · 91 citations
  4. Characterizing English Variation across Social Media Communities with BERTTransactions of the Association for Computational Linguistics (TACL)Li Lucy, David Bamman2021 · 57 citations
  5. AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersAnnual Meeting of the Association for Computational Linguistics (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 ErrorsWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Li Lucy, Albert Zhang, Nathan Anderson, et al.2026

 Co-authors here

6 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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