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David Bamman

Natural Language Processing (NLP) Linguistic Structure Modeling Coreference Resolution Multilingual NLP Literary Text Analysis
312 SH
University of California at Berkeley CS Faculty Uc berkeley

About

I'm an Associate professor in the School of Information at UC Berkeley, where I work on applying natural language processing and machine learning to empirical questions in the humanities and social sciences. My research often involves adding linguistic structure (e.g., syntax, semantics, coreference) to statistical models of text. As such, I'm especially interested in developing core NLP techniques for a variety of languages and domains (e.g., literary text, social media). Before Berkeley, I received my PhD at Carnegie Mellon (School of Computer Science, Language Technologies Institute) and was a senior researcher at the Perseus Project of Tufts University.

Research Performance Summary

121
Total Papers
7005
Total Citations
36
H-Index
2006-2025
Active Research Span

First Recorded Paper

The design and use of a Latin dependency treebank

Year: 2006

Citations: 100

Venue: Proceedings of the Fifth Workshop on Treebanks and Linguistic Theories

Latest Recorded Paper

Unclear Trajectory and Uncertain Benefit: Creating a Lexicon for Clinical Uncertainty in Patients with Critical or Advanced Illness Using a Delphi Consensus Process

Year: 2025

Citations: 0

Venue: Medical Decision Making 45 (1)

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
11
2024
11
2023
5
2022
5
2021
8
2020
6
2019
7
2018
5
2017
6
2016
4
2015
4

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 43
Journal 9
Book 6

Top Coauthors

Bamman Crane

Research Impact by Period

2025-2026

Period Stats
Papers 11
Citations 51
Avg. Citations / Paper 4.6
H-Index 3

2020-2024

Period Stats
Papers 35
Citations 1605
Avg. Citations / Paper 45.9
H-Index 14

2015-2019

Period Stats
Papers 26
Citations 1781
Avg. Citations / Paper 68.5
H-Index 14

2010-2014

Period Stats
Papers 24
Citations 2771
Avg. Citations / Paper 115.5
H-Index 16

2005-2009

Period Stats
Papers 25
Citations 797
Avg. Citations / Paper 31.9
H-Index 16

Contact and Professional Links

Contact Information

dbamman@berkeley.edu

Detected Research Keywords

Natural Language Processing Computational Social Science Workshop Natural Language Language Processing Computational Processing Computational Social Latin Dependency Treebank Ancient Greek Dependency Guidelines Syntactic Annotation English Language Fiction Annotation Ancient Greek