Search Results for author: Li Lucy

Found 6 papers, 5 papers with code

Gender and Representation Bias in GPT-3 Generated Stories

1 code implementation NAACL (NUSE) 2021 Li Lucy, David Bamman

Using topic modeling and lexicon-based word similarity, we find that stories generated by GPT-3 exhibit many known gender stereotypes.

Word Similarity

Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications

no code implementations19 Dec 2022 Li Lucy, Jesse Dodge, David Bamman, Katherine A. Keith

We extend past work that characterizes science at the level of word types, by using BERT-based word sense induction to find additional words that are widespread but overloaded with different uses across fields.

Word Sense Induction

Discovering Differences in the Representation of People using Contextualized Semantic Axes

1 code implementation21 Oct 2022 Li Lucy, Divya Tadimeti, David Bamman

A common paradigm for identifying semantic differences across social and temporal contexts is the use of static word embeddings and their distances.

Word Embeddings

Characterizing English Variation across Social Media Communities with BERT

1 code implementation12 Feb 2021 Li Lucy, David Bamman

Much previous work characterizing language variation across Internet social groups has focused on the types of words used by these groups.


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