IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound

 

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Submissions from 2021

Reducing Fraud, Waste, and Abuse in International Aid Supply Chains Using Blockchain, Ilana Blackwood

Using RL to Predict Crypto and the effect of COVID-19, Anav Dutt

Digitizing Camp: Training a GPT-2 on "The Rocky Horror Picture Show", Sarah Groustra

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The GPT-2 Historian: Can a language model write history, Grant Holt

GPT-2 Journalism: Can AI produce Mike Royko’s writing?, Teddy Kamin

Fine-tuning Daria: Exploring the Implications of Temperature, Epochs, & Corpus Size on GPT-2 Screenplay Generation, Rebecca Lawson

Submissions from 2019

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Creating Art Using Generative Adversarial Networks, Henry Abbott

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Analyzing popular music using Spotify’s Machine Learning Audio Features, Noah Amsterdam

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Can GPT-2 Replace a Sex and the City Writers’ Room?, Alasia Destine-DeFreece, Samara Handelsman, Talia Light Rake, et al.

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Image Generation through StyleGANs: is it Art?, Sophie Dodd

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Generating 3d Sculptures Using a Recurrent Neural Network with Long Short-Term Memory, Nick Downey

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Using Machine Learning to predict MLB success Based on MILB performance, Alexander Gow

Quantifying Comedy: Will Artificial Intelligence be featured in the Writer’s Room of the Future?, Donald Long

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Topic Modeling Analysis of Supreme Court Opinions Focusing on Privacy Rights in the Context of Abortion Law, Ellen Morrissey

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Doubles and Reflections: Sentiment Analysis and Vladimir Nabokov’s Pale Fire, Catherine Perloff

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Guns in D.C. Appellate Court: Sentiment Analysis on Opinions from the Court of Appeals for the D.C. Circuit, Grace Peterson, Jon Chun, and Katherine Elkins

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Analyzing Visual Sentiment in Photojournalism, Eryn Powell

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Lost in Translation: Using Sentiment Analysis to Analyze Translations of Homer’s Odyssey, Erin Shaheen

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NLP Modeling and Analysis of Popular Vloggers, Zhaofang (Zach) Wang

Submissions from 2018

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Picmoji - English Translator, Alexander Beatty

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Deep Reinforcement Learning in Trading Algorithms, Tucker Bennett, Delaney Ambrosen, Joe Woody, et al.

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Natural Language Processing (NLP) of Liberal Arts College Newspapers in Ohio over 30 years, Shane Canfield

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LEED Certification Prediction with K-Means Clustering Algorithm, Jack Chase

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RNN monophonic sheet music generation with LilyPond, Seth Colbert-Pollack

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Transitional Justice Terminology Analysis in United Nations General Assembly Speeches (1971-2015), Michael Lahanas

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Cold War Conflicts: Analyzing the Role of U.S. Arms Exports, Kara Morrison

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Computational Approaches to Predicting Cryptocurrency Prices, Chris Pelletier

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Predicting Attitudes Toward the Environment Artificial Intelligence for the Humanities, Emily Rachfal

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Artistic Style Transfer: How Convolutional Breaks from Convention, Miles Shebar