David Bamman

anlp19. Course repo for Applied Natural Language Processing (Spring 2019)

litbank. Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.

book-nlp. Natural language processing pipeline for book-length documents (archival Java version; for current Python version, see: https://github.com/booknlp/booknlp)

latin-bert. Latin BERT

anlp21. Data and code to support "Applied Natural Language Processing" (INFO 256, Fall 2021, UC Berkeley)

characterRelations.

geoSGLM. Code for learning geographically-informed word embeddings

anlp23. Data and code to support "Applied Natural Language Processing" (INFO 256, Fall 2023, UC Berkeley)

book-segmentation. Labeled segmentation for the document structure of printed books

ACL2019-literary-events. Python

akkadian-morph-analyzer. Morphological Analyzer for Akkadian

ACL2013_Personas. Java

movie-representation. Data and code to support "Measuring diversity in Hollywood through the large-scale computational analysis of film" (PNAS 2024).

lrec2020-coref. Code and data to support Bamman et al. (2020), "A Dataset of Literary Coreference" (LREC)

NAACL2019-literary-entities. Code to support Bamman et al. (2019), "An Annotated Dataset of Literary Entities" (NAACL)

nlp23. Jupyter Notebook

anlp25. Data and code to support "Applied Natural Language Processing" (INFO 256, Fall 2025, UC Berkeley)

comphumF20. Jupyter Notebook

jcdl2017. Manually annotated dates of first publication for 2,706 books in the HathiTrust Digital Library

dds. Material for "Deconstructing Data Science"

cl-coref-annotator. Command-line tool for coreference annotation

latex. LaTex examples

latin-texts.