Maria Antoniak on cultural analytics

Birth narratives, stable static representations, NLP for everyone, AI2 and Semantic Scholar, the mission of Ukrainian Catholic University, and books books books.

Transcript: https://web.stanford.edu/class/cs224u/podcast/antoniak/

• Maria's website
• Maria on Twitter
• Semantic Scholar
• Elliott Ash
• ETH Zurich Center for Law and Economics
• Text As Data (TADA) 2022
• David Mimno
• A computational reading of a birth stories community
• r/BabyBumps
• Roger Shank
• Nate Chambers
• ICWSM 2022 workshop: BERT for Social Sciences and Humanities
• Measuring Word Similarity with BERT (Sephora Makeup Reviews)
• Melanie Walsh
• word2vec
• BERT
• Nick Vincent's Twitter thread on Meta's OPT-175B filtering strategies
• Stemming
• Alexandra Schofield
• LDA
• LSA
• GloVe
• Evaluating the stability of embedding-based word similarities
• Narrative datasets through the lenses of NLP and HCI
• Belmont report
• Casey Fiesler
• Naive Bayes
• Allen Institute
• CORD-19 dataset, which appeared March 16, 2020!
• Books books books
• Pushkin Press
• New York Review Books
• Posthumous Memoirs of Brás Cubas
• And Then There Were None
• Stanisław Lem
• Jeff VanderMeer
• Italo Calvino
• Jorge Luis Borges
• xkcd
• War and Peace
• Middlemarch
• Beloved
• Novelist Cormac McCarthy's tips on how to write a great science paper
• Blood Meridian
• No Country for Old Men (book)
• No Country for Old Men (movie)
• The Road
• Talking a visual walk through Burnt Norton
• Ukrainian Catholic University
• Support Ukraine Now: Real Ways You can Help Ukraine
• Let Ukraine Speak: Integrating Scholarship on Ukraine into Classroom Syllabi
• Ukraine Trust Chain
• spilka
• World Central Kitchen
• Caritas Ukraine
• Science for Ukraine
• Data Science Crash Course: Interview Prep