David Bamman

3.5k total citations · 1 hit paper
57 papers, 1.7k citations indexed

About

David Bamman is a scholar working on Artificial Intelligence, General Social Sciences and Literature and Literary Theory. According to data from OpenAlex, David Bamman has authored 57 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 40 papers in Artificial Intelligence, 9 papers in General Social Sciences and 7 papers in Literature and Literary Theory. Recurrent topics in David Bamman's work include Natural Language Processing Techniques (27 papers), Topic Modeling (23 papers) and Computational and Text Analysis Methods (9 papers). David Bamman is often cited by papers focused on Natural Language Processing Techniques (27 papers), Topic Modeling (23 papers) and Computational and Text Analysis Methods (9 papers). David Bamman collaborates with scholars based in United States, Canada and Italy. David Bamman's co-authors include Li Lucy, Noah A. Smith, Noah A. Smith, Gregory Crane, Brendan O’Connor, Ted Underwood, Stuart Russell, Yi Wu, Brendan O’Connor and Chris Dyer and has published in prestigious journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and CHEST Journal.

In The Last Decade

David Bamman

51 papers receiving 1.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Gender and Representation Bias in GPT-3 Generated Stories

2021 164 citations Li Lucy, David Bamman profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
David Bamman United States	22	1.0k	216	212	177	146	57	1.7k
Joel Tetreault United States	32	3.4k 3.3×	143 0.7×	210 1.0×	222 1.3×	220 1.5×	97	3.8k
Eric Atwell United Kingdom	24	1.9k 1.9×	237 1.1×	88 0.4×	219 1.2×	38 0.3×	197	2.4k
Michael Gamon United States	33	3.1k 3.1×	324 1.5×	116 0.5×	129 0.7×	168 1.2×	85	3.9k
Patrick Juola United States	18	1.2k 1.2×	205 0.9×	92 0.4×	92 0.5×	33 0.2×	59	1.5k
Michael Heilman United States	22	1.8k 1.8×	99 0.5×	228 1.1×	72 0.4×	58 0.4×	40	2.3k
Nathan Schneider United States	22	2.5k 2.5×	276 1.3×	63 0.3×	111 0.6×	117 0.8×	94	3.0k
Pavel Rychlý Czechia	15	1.3k 1.3×	96 0.4×	261 1.2×	982 5.5×	111 0.8×	46	2.1k
Katherine Miller United States	8	2.3k 2.3×	194 0.9×	99 0.5×	249 1.4×	97 0.7×	21	3.2k
Shlomo Argamon United States	22	2.5k 2.5×	412 1.9×	44 0.2×	141 0.8×	153 1.0×	66	3.2k
Manfred Stede Germany	21	3.1k 3.0×	411 1.9×	47 0.2×	258 1.5×	120 0.8×	135	3.6k

Countries citing papers authored by David Bamman

Since Specialization

Citations

This map shows the geographic impact of David Bamman's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by David Bamman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Bamman more than expected).

Fields of papers citing papers by David Bamman

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David Bamman. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by David Bamman. The network helps show where David Bamman may publish in the future.

Co-authorship network of co-authors of David Bamman

This figure shows the co-authorship network connecting the top 25 collaborators of David Bamman. A scholar is included among the top collaborators of David Bamman based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with David Bamman. David Bamman is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Bamman, David, et al.. (2025). Culture is Not Trivia: Sociocultural Theory for Cultural NLP. 25869–25886. 1 indexed citations

2.

Lucy, Li, et al.. (2025). Tell, Don’t Show: Leveraging Language Models’ Abstractive Retellings to Model Literary Themes. 22585–22610.

3.

Jurgens, David, et al.. (2024). Social Meme-ing: Measuring Linguistic Variation in Memes. 3005–3024. 1 indexed citations

4.

Bamman, David, et al.. (2024). Measuring diversity in Hollywood through the large-scale computational analysis of film. Proceedings of the National Academy of Sciences. 121(46). e2409770121–e2409770121. 1 indexed citations

5.

Soni, Sandeep, et al.. (2023). Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4. 7312–7327. 40 indexed citations

6.

Soni, Sandeep, et al.. (2023). Grounding Characters and Places in Narrative Text. 11723–11736.

7.

Lucy, Li & David Bamman. (2021). Gender and Representation Bias in GPT-3 Generated Stories. 48–55. 164 indexed citations breakdown →

8.

Ryokai, Kimiko, et al.. (2021). Robust Laughter Detection in Noisy Environments. 2481–2485. 13 indexed citations

9.

Bamman, David, et al.. (2019). An annotated dataset of literary entities. 2138–2144. 30 indexed citations

10.

Park, Jongho, et al.. (2019). Literary Event Detection. 3623–3634. 39 indexed citations

11.

Underwood, Ted, David Bamman, & Sabrina Lee. (2018). The Transformation of Gender in English-Language Fiction. SHILAP Revista de lepidopterología. 3(2). 26 indexed citations

12.

O’Connor, Brendan, David Bamman, & Noah A. Smith. (2018). Computational Text Analysis for Social Science: Model Assumptions and Complexity. Figshare. 15 indexed citations

13.

Wu, Yi, David Bamman, & Stuart Russell. (2017). Adversarial Training for Relation Extraction. 1778–1783. 124 indexed citations

14.

Bamman, David. (2017). Natural Language Processing for the Long Tail.. DH. 5 indexed citations

15.

Bamman, David, Ted Underwood, & Noah A. Smith. (2014). A Bayesian Mixed Effects Model of Literary Character. 370–379. 116 indexed citations

16.

Bamman, David, Brendan O’Connor, & Noah A. Smith. (2012). Censorship and deletion practices in Chinese social media. First Monday. 190 indexed citations

17.

Bamman, David & Gregory Crane. (2010). Corpus Linguistics, Treebanks and the Reinvention of Philology.. GI Jahrestagung (2). 542–551. 2 indexed citations

18.

Bamman, David, et al.. (2008). The annotation guidelines of the Latin Dependency Treebank and Index Thomisticus Treebank. The treatment of some specific syntactic constructions in Latin. Language Resources and Evaluation. 71–76. 14 indexed citations

19.

Bamman, David & Gregory Crane. (2007). The Latin Dependency Treebank in a Cultural Heritage Digital Library. 33–40. 17 indexed citations

20.

Bamman, David, et al.. (2006). Proceedings of the 30th annual Boston University Conference on Language Development. 249 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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