• Gilad Gutman

• network
• nlp
• machine learning
• literary studies

• Shakespeare
• Timon of Athens
• figurative language
• network theory

Weaving metaphors and Shakespeare's nets: this article explores a novel method for the analysis of figurative language by using topic classification and network analysis, with an exploration of its potential through Shakespeare's Timon of Athens.

• Fernando Sanz-Lázaro

• performance
• nlp
• language studies

• Metrical Scansion
• Automatic Scansion
• Spanish Metre

libEscansión is a Python library for automatic scansion of Spanish verse, with an accuracy of 97.01%.

• Frédérique Mélanie-Becquet
• Clément Plancq
• Claude Grunspan
• Mylène Maignant
• Matthieu Raffard
• Mathilde Roussel
• Fiammetta Ghedini
• Thierry Poibeau

• access
• corpora
• elit
• gender
• literary studies
• materialisms
• nlp
• project report
• users

• poetry
• language generation
• natural language processing
• poetry generation

Poetry combinatorics: exploring how poetry can be produced automatically, using a mix of literature, computer and art!

• Epameinondas-Konstantinos Barmpounis
• John Pavlopoulos
• Panos Louridas
• Dritsa Konstantina

• digitization
• nlp
• history

• OCR
• digital humanities

From pixels to historical insights: using HTR and NLP, we provide a nuanced exploration of the issues and societal responses within Greek parliamentary speeches (1946–1947).

• Eva Sánchez-Salido
• Antonio Menta
• Ana García-Serrano

• nlp
• information retrieval
• machine learning
• transcription
• digitization
• history

Transcribe, annotate and train: towards effective search and information management in historical documents.

• Michael Richter

• informatics
• nlp
• corpora
• linguistics
• data modeling
• data analytics

• Shanmugapriya T

• data modeling
• corpora
• nlp

• Samuel Pizelo
• Arthur Koehl
• Chandni Nagda
• Carl Stahmer

• data analytics
• data visualization
• corpora
• nlp
• project management
• project report
• tools

• text mining
• digital archives
• topic modeling
• word embeddings
• corpus exploration
• visualizations

We articulate a design principle of textual dimensionality in a free and open-access web tool for exploring the EEBO-TCP early modern English corpus

• Marlene Ernst
• Sebastian Gassner
• Markus Gerstmeier
• Malte Rehbein

• digitization
• content analysis
• tools
• nlp
• history

Three different approaches to categorising semi-structured information concerning legal history

• Jerry Bonnell
• Mitsunori Ogihara

• history
• project management
• tools
• nlp

Introducing a rule-based workflow which can improve the function of pre-trained NLP tools.

• Hoyeol Kim

• nlp
• literary studies
• tools

• Syuzhet
• Sentiment Analysis
• Lexicons
• Bing
• Afinn
• NRC

Exploring the limits and abilities of the dictionary-based tool Syuzhet against impactful critique.

• Robert Gorman

• stylistics
• nlp
• literary studies
• annotation

Exploring the wider applicability of machine-generated morphological and syntactic annotation methods of stylometrics and classification, so that they give good results with small texts.

• Nathanael Moore

• visual art
• reading
• project report
• nlp
• graphic design

Exploring fragments of classical text in computational poetry.

• Chiara Palladino
• Maryam Foradi
• Tariq Yousef

• nlp
• pedagogy
• translation
• project report
• linguistics
• tools

Proposes text alignment in digital environments as a means to empower language learning

• Minh Hua
• Rita Raley

• nlp
• games
• machine learning
• collaboration
• code studies
• linguistics

Argues for an approach to the the text adventure game AI Dungeon 2 as a model for future human-AI collaborative creative practices

• Agata Hołobut
• Jan Rybicki

• moving images
• content analysis
• stylistics
• nlp
• sound
• data analytics

Examines quantitative methods for anlayzing film dialogue

• Diego Jiménez–Badillo
• Patricia Murrieta–Flores
• Bruno Martins
• Ian Gregory
• Mariana Favila-Vázquez
• Raquel Liceras-Garrido

• nlp
• machine learning
• geospatial
• history
• corpora
• area studies

• Relaciones Geográficas de la Nueva España
• early colonial history
• Mexico
• geographical text analysis
• named entity recognition
• name entity disambiguation
• named entity classification
• geographic collocation
• natural language processing
• machine learning

This article explores a DH project that contributes to discussions on computational analysis of vast historical corpora.

• Ashley S. Lee
• Poom Chiarawongse
• Jo Guldi
• Andras Zsom

• tools
• project management
• history
• infrastructure
• information retrieval
• reading
• nlp

The pipeline, a category of tool, and its influence on the development of the HaToRi is discussed in this article.

• Geoffrey Rockwell
• Stéfan Sinclair

• history
• archaeology
• digitization
• collaboration
• nlp
• media studies
• markup
• materialisms

Examines innovations in Index Thomisticus and their implications for mechanical and human labour

• Barbara McGillivray
• Thierry Poibeau
• Pablo Ruiz Fabo

• nlp
• collaboration
• dh
• tools
• corpora
• stylistics
• markup
• annotation

Argues for an increase in communication and collaboration between Natural Language Processing and Digital Humanities communities to advance both fields

• Elizabeth Callaway
• Jeffrey Turner
• Heather Stone
• Adam Halstrom

• project report
• nlp
• dh
• metadata
• cultural criticism
• gender

Topic modeling warm invitations and gatekeeping in the digital humanities.

• Peter Meindertsma

• music
• history
• area studies
• digital libraries
• nlp
• data analytics

• Billboard
• charts
• lyrics
• popular music
• cultural diversity

Billboard Hot 100 decreases in quantitative and lyrical diversity between 1956 and 2016.

• Andrew Ravenscroft
• Colin Allen

• dh
• tools
• digital libraries
• rhetoric
• pedagogy
• machine learning
• nlp

Dicusses a technological platform and problems in scaffolding a system for argument identification and interpretation

• Peter Broadwell
• Jack W. Chen
• David Shepard

• history
• literary studies
• corpora
• nlp
• reading
• area studies

Examines how topic modeling and divergence measures can be used to examine literary historical questions regarding Tang poetry

• Adam James Bradley
• Victor Sawal
• Sheelagh Carpendale
• Christopher Collins

• tools
• data visualization
• nlp
• digitization

Presents a system for automatically adding visualizations and NLP applications to analog texts, using any web-based device with a camera.