David Bamman
31 papers · 2013–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (9)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(10)
πΊοΈ
Taxonomy Completionist
(51)
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(127)
π
Century Club
(30)
β‘
Prolific Year
(5)
π₯
Unstoppable
(13)
Conferences
ACL (10)
EMNLP (10)
NAACL (7)
EACL (1)
ICML (1)
INTERSPEECH (1)
SEMEVAL (1)
Top co-authors
Research topics
Keywords
named entity recognition
(3)
narrative understanding
(2)
event detection
(2)
bidirectional lstm
(2)
literary analysis
(2)
multimodal learning
(2)
sociolinguistic analysis
(2)
literary text
(2)
semantic variation
(2)
large language model
(2)
language model
(2)
text analysis
(1)
attention mechanism
(1)
text generation
(1)
multi-instance learning
(1)
sentiment analysis
(1)
prosody analysis
(1)
adversarial training
(1)
topic modeling
(1)
latent dirichlet allocation
(1)
Papers
Multimodal Conversation Structure Understanding
EACL 2026
Culture is Not Trivia: Sociocultural Theory for Cultural NLP
ACL 2025
Tell, Donβt Show: Leveraging Language Modelsβ Abstractive Retellings to Model Literary Themes
ACL 2025
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters
ACL 2024
Social Meme-ing: Measuring Linguistic Variation in Memes
NAACL 2024
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4
EMNLP 2023
Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications
ACL 2023
Grounding Characters and Places in Narrative Text
ACL 2023
Dramatic Conversation Disentanglement
ACL 2023
Discovering Differences in the Representation of People using Contextualized Semantic Axes
EMNLP 2022
Predicting Long-Term Citations from Short-Term Linguistic Influence
EMNLP 2022
Narrative Theory for Computational Narrative Understanding
EMNLP 2021
Gender and Representation Bias in GPT-3 Generated Stories
NAACL 2021
Robust Laughter Detection in Noisy Environments
INTERSPEECH 2021
Attending to Long-Distance Document Context for Sequence Labeling
EMNLP 2020
Measuring Information Propagation in Literary Social Networks
EMNLP 2020
Literary Event Detection
ACL 2019
Learning to Groove with Inverse Sequence Transformations
ICML 2019
An annotated dataset of literary entities
NAACL 2019
Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science
NAACL 2019
Proceedings of the First Workshop on Narrative Understanding
NAACL 2019
Please Clap: Modeling Applause in Campaign Speeches
NAACL 2018
Telling Stories with Soundtracks: An Empirical Analysis of Music in Film
NAACL 2018
Adversarial Training for Relation Extraction
EMNLP 2017
The Labeled Segmentation of Printed Books
EMNLP 2017
Beyond Canonical Texts: A Computational Analysis of Fanfiction
EMNLP 2016
Open Extraction of Fine-Grained Political Statements
EMNLP 2015
A Bayesian Mixed Effects Model of Literary Character
ACL 2014
Distributed Representations of Geographically Situated Language
ACL 2014
CMU: Arc-Factored, Discriminative Semantic Dependency Parsing
SEMEVAL 2014
Learning Latent Personas of Film Characters
ACL 2013