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“Excavating AI” Re-excavated: Debunking a Fallacious Account of the JAFFE Dataset
Author(s):
Michael Lyons (see profile)
Date:
2021
Group(s):
Archives, Digital Art History, Digital Humanists, Linked Open Data, Science and Technology Studies (STS)
Subject(s):
Affect, Artificial intelligence, Critical data studies, Information ethics, Machine learning
Item Type:
Article
Tag(s):
facial expression, training sets, affective computing, dataset
The Automatic Generation of Contextual Questions and Answers for English Learners
Author(s):
Sungjin Ahn, Sung Won Han, Minji Kang (see profile) , Hoyeol Kim, Donghwan Kim
Date:
2021
Group(s):
ACH 2021
Subject(s):
Digital humanities, Machine learning, Pedagogy
Item Type:
Conference poster
Tag(s):
BERT, deep learning, GPT-2, T5, transformer
Ottoman Transkribus: Training an HTR+ Model for 18th century Ottoman Paleography
Author(s):
Merve Tekgürler (see profile)
Date:
2021
Group(s):
Global Digital Humanities Symposium
Subject(s):
Digital humanities, Early modern history, Machine learning, Ottoman Empire, Paleography
Item Type:
Presentation
Tag(s):
ottoman turkish, text recognition, transkribus
Deep Learning of Biblical Cantillation Based on Linguistic Features Poster
Author(s):
Chaim Metzger (see profile) , Joshua Waxman
Date:
2021
Group(s):
CSDH-SCHN 2021: Making the Network
Subject(s):
Hebrew bible, Machine learning, Music analysis, Syntax
Item Type:
Conference poster
Deep Learning of Biblical Cantillation based on Linguistic Features
Author(s):
Chaim Metzger (see profile) , Joshua Waxman
Date:
2021
Group(s):
CSDH-SCHN 2021: Making the Network
Subject(s):
Hebrew bible, Machine learning, Music analysis, Syntax
Item Type:
Presentation
Using Dimensionality Reduction and Tag Parameter Spaces to Study Historical Change in a Large Document Archive
Author(s):
Tim Hitchcock, William J Turkel (see profile)
Date:
2021
Group(s):
CSDH-SCHN 2021: Making the Network
Subject(s):
Text linguistics, Historical databases, Machine learning, Representation, Crime and punishment
Item Type:
Presentation
Tag(s):
Old Bailey Online
The Positive Disruptive Potential of Deepfakes and Synthetic Data
Author(s):
Aaron Tucker (see profile)
Date:
2021
Group(s):
CSDH-SCHN 2021: Making the Network
Subject(s):
Machine learning, Open access
Item Type:
Conference proceeding
Tag(s):
Deepfakes, facial recognition, Open Acces, synthetic data
Possible ethics on machine learning biases and their impacts in future prospects
Author(s):
Marley Oliveira Bacelar (see profile)
Date:
2021
Subject(s):
Ethics, Machine learning
Item Type:
Article
Monitoring bias and fairness in machine learning models: A review
Author(s):
Marley Oliveira Bacelar (see profile)
Date:
2021
Subject(s):
Machine learning
Item Type:
Article
Tag(s):
Bias, Mchine learning
Data and the Human
Author(s):
Paul Fyfe (see profile)
Date:
2020
Group(s):
TC Digital Humanities
Subject(s):
Data science, Data visualization, Artificial intelligence, Machine learning, Social media
Item Type:
Syllabus
Tag(s):
Data, syllabus, data literacy
Programmatic Dreams: Technographic Inquiry into Censorship of Chinese Chatbots
Author(s):
Yizhou Xu (see profile)
Date:
2018
Group(s):
Digital Humanities East Asia
Subject(s):
Artificial intelligence, Censorship, China, Machine learning, New media
Item Type:
Article
Tag(s):
chatbots, technography
Excavating 'Excavating AI': The Elephant in the Gallery
Author(s):
Michael Lyons (see profile)
Date:
2021
Group(s):
Archives, Digital Art History, Digital Humanists, Linked Open Data, Science and Technology Studies (STS)
Subject(s):
Affect, Artificial intelligence, Critical data studies, Information ethics, Machine learning, Theories of affect
Item Type:
Article
Tag(s):
data ethics, dataset, digital ethics
Identifying Textual Clusters with Non-negative Matrix Factorization (Slides)
Author(s):
Joey McCollum (see profile)
Date:
2020
Group(s):
New Testament
Subject(s):
Machine learning, New Testament textual criticism
Item Type:
Presentation
Compounded Mediation: A Data Archaeology of the Newspaper Navigator Dataset
Author(s):
Benjamin Lee (see profile)
Date:
2020
Subject(s):
Critical data studies, Digital humanities, Digital libraries, Machine learning, Science and technology studies (STS)
Item Type:
Article
Tag(s):
Chronicling America, data archaeology, digitized newspapers, library of congress, Newspaper Navigator
Training Algorithms to Read Complex Collections: Handwriting Classification for Improved HTR Models
Author(s):
Bhagawat Acharya, Katherine Faull, Brian King, CARRIE PIRMANN (see profile)
Date:
2020
Group(s):
DH2020
Subject(s):
Artificial intelligence, Digital humanities research and methodology, Machine learning, Text transcription
Item Type:
Conference paper
Deep Learning based Attribute Representation in Ancient Vase Paintings
Author(s):
Torsten Bendschus, Prathmesh Madhu (see profile)
Date:
2020
Group(s):
DH2020
Subject(s):
Classical archaeology, Computer vision, Machine learning
Item Type:
Video
Tag(s):
deep learning, greek vases, scene understanding
Deep Learning Based Attribute Representation in Ancient Vase Paintings
Author(s):
Torsten Bendschus, Prathmesh Madhu (see profile)
Date:
2020
Group(s):
DH2020
Subject(s):
Classical archaeology, Computer vision, Greek, Machine learning, Narrative
Item Type:
Conference proceeding
Tag(s):
deep learning, vases
AI 4 AV (Artificial Intelligence for Audiovisual): Design and Evaluation of a Shared System for Libraries, Archives and Museums (LAMs)
Author(s):
Aaron Choate, Tanya Clement, Maria Esteva (see profile) , Ruizhu Huang, Hannah Robbins-Hopkins, Weijia Xu
Date:
2020
Group(s):
DH2020
Subject(s):
Archives, Artificial intelligence, High-performance computing, Machine learning
Item Type:
Presentation
Tag(s):
audiovisual, Descriptive metadata standards, Las Historias, storyCorps, Transcriptions
When Classical Chinese Meets Machine Learning: Explaining the Relative Performances of Word and Sentence Segmentation Tasks
Author(s):
Wei-Ting Chang, Chang-Ting Chu, CHAO-LIN LIU (see profile) , Ti-Yong Zheng
Date:
2020
Group(s):
DH2020, Digital Humanists
Subject(s):
Artificial intelligence, Chinese studies, Digital humanities, Digital humanities research and methodology, Machine learning, Natural language processing
Item Type:
Video
Tag(s):
deep learning, explainable artificial intelligence, information extraction, text mining
Semi-Automatic Identification of Travelogues
Author(s):
Doris Gruber, Martin Krickl, Jan Rörden (see profile) , Rainer Simon
Date:
2020
Group(s):
DH2020
Subject(s):
Corpus, Digital humanities, Machine learning, Travel
Item Type:
Presentation
Computation and Rhetorical Invention: Finding Things to Say With word2vec
Author(s):
Mark B. Wolff (see profile)
Date:
2019
Group(s):
DH2020, Digital Humanists, Digital Pedagogy
Subject(s):
Computational lingustics, Computers in literary instruction, Electronic literature, Machine learning
Item Type:
Abstract
Tag(s):
rhetorical invention, word2vec
The GeoNewsMiner: An interactive spatial humanities tool to visualize geographical references in historical newspapers
Author(s):
Lorella Viola (see profile) , Jaap Verheul
Date:
2020
Group(s):
DH2020
Subject(s):
Identity, Immigrant literature, Machine learning, Transatlantic studies
Item Type:
Presentation
Tag(s):
NER, Transparency
Evaluating a Machine Learning Approach to Identifying Expressive Content at Page Level in HathiTrust
Author(s):
NIKOLAUS PARULIAN (see profile)
Date:
2020
Group(s):
DH2020
Subject(s):
Digital libraries, Machine learning, Natural language processing
Item Type:
Conference proceeding
A comparison of top-down and bottom-up approaches to recognizing component assemblies in image mining electronic circuits
Author(s):
William J Turkel (see profile) , Zain Sirohey
Date:
2020
Group(s):
CSDH-SCHN 2020
Subject(s):
Computer vision, Digital humanities research and methodology, Electronic resources, Images, Machine learning
Item Type:
Presentation
Machine Learning and Human Perspective
Author(s):
Ted Underwood (see profile)
Date:
2020
Group(s):
2020 MLA Convention, Digital Humanists, GS Speculative Fiction, TC Digital Humanities
Subject(s):
Machine learning, Hermeneutics, Speculative fiction, Science fiction, Fantasy, Digital humanities
Item Type:
Article
Tag(s):
distant reading

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