40 citations · 113 across the 9 of their papers we have counts for
11 papers
Measuring Gender Representation in Animated Films
David Bamman, Allison Cooper, Ruby Alvarez Rubio +2
Animated films--often developed with an audience of children in mind--are an important vector for enculturation, and empirical work that has examined the representation of gender a…
Characterizing English Variation across Social Media Communities with BERT
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. We extend this type of study by employing…
Latin BERT: A Contextual Language Model for Classical Philology
David Bamman, Patrick J. Burns
We present Latin BERT, a contextual language model for the Latin language, trained on 642.7 million words from a variety of sources spanning the Classical era to the 21st century.…
Measuring Information Propagation in Literary Social Networks
Matthew Sims, David Bamman
We present the task of modeling information propagation in literature, in which we seek to identify pieces of information passing from character A to character B to character C, on…
Breaking Speech Recognizers to Imagine Lyrics
Jon Gillick, David Bamman
We introduce a new method for generating text, and in particular song lyrics, based on the speech-like acoustic qualities of a given audio file. We repurpose a vocal source separat…
An Annotated Dataset of Coreference in English Literature
David Bamman, Olivia Lewke, Anya Mansoor
We present in this work a new dataset of coreference annotations for works of literature in English, covering 29,103 mentions in 210,532 tokens from 100 works of fiction. This data…