IPHS 300: Artificial Intelligence for the Humanities: Text, Image, and Sound
Submissions from 2023
Can Large Language Models Replace the Role of an Executive During an Oil & Gas Company’s Earnings Call?, Dillon Cleary
Comparing State-of-the-Art Convolutional Neural Network Performance in Cancer Prediction Tasks, Cael Elmore
Cross-Cultural Differences in Product Marketing, Junaid Yeasir Fahim
Evaluating GPT-4’s Consistency and Capacity to Assess and Self- Assess Literary Texts, Annalia Fiore
Can GPT-4 Fool TurnItIn? Testing the Limits of AI Detection with Prompt Engineering, Abigail Foster
AI Scouts In Baseball: How AI can potentially revolutionize scouting in professional baseball, Parker Gibbons
Using AI to Predict NBA Player Statistics ChatGPT vs Google Bard, Rishil Kondapaneni
Should AI have Intellectual Property Rights? An Analysis of Copyright Law on Generative AI, Ani Parnagian
Evaluating the Potential of AI in Sports Consulting: Investigating ChatGPT- 4's Ability to Consult an MLB Team, Drew Robinson
Decoding Emotions Beyond Words: A Holistic View of Multimodal Sentiment Analysis, Samyak Shrestha
The Woman’s Metamorphosis: A Time-Traveling tale of Image and Text, Grace Sparks
Submissions from 2022
Sentiment Analysis of FOMC Meeting Transcripts: Pre and Post Mexican Pesos Crisis, Prashant Bhandari
Freedom, Democracy, and Well-Being: A Comparative Analysis of Global Progress Indexes Using K-Means Clustering, Maxim Farkhat
Analysis of Text-to-Image AI Generators, Ziyu Huang
Prompt Engineering Tips for Generating Text on Cognitive Science and Philosophy of Mind, Simon Hua
Black Box Karl Marx: What do large language models have to say about Das Kapital? A Comparison of GPT-2 and GPT-3 Outputs, Fredrika Pfeiffer
Consequences of Social Network Architecture: Analyzing Sentiment in Reddit Posts About Donald Trump, Evan Wagner
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
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
Creating Art Using Generative Adversarial Networks, Henry Abbott
Analyzing popular music using Spotify’s Machine Learning Audio Features, Noah Amsterdam
Can GPT-2 Replace a Sex and the City Writers’ Room?, Alasia Destine-DeFreece, Samara Handelsman, Talia Light Rake, et al.
Image Generation through StyleGANs: is it Art?, Sophie Dodd
Generating 3d Sculptures Using a Recurrent Neural Network with Long Short-Term Memory, Nick Downey
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
Topic Modeling Analysis of Supreme Court Opinions Focusing on Privacy Rights in the Context of Abortion Law, Ellen Morrissey
Doubles and Reflections: Sentiment Analysis and Vladimir Nabokov’s Pale Fire, Catherine Perloff
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
Analyzing Visual Sentiment in Photojournalism, Eryn Powell
Lost in Translation: Using Sentiment Analysis to Analyze Translations of Homer’s Odyssey, Erin Shaheen
NLP Modeling and Analysis of Popular Vloggers, Zhaofang (Zach) Wang
Submissions from 2018
Picmoji - English Translator, Alexander Beatty
Deep Reinforcement Learning in Trading Algorithms, Tucker Bennett, Delaney Ambrosen, Joe Woody, et al.
Natural Language Processing (NLP) of Liberal Arts College Newspapers in Ohio over 30 years, Shane Canfield
LEED Certification Prediction with K-Means Clustering Algorithm, Jack Chase
RNN monophonic sheet music generation with LilyPond, Seth Colbert-Pollack
Transitional Justice Terminology Analysis in United Nations General Assembly Speeches (1971-2015), Michael Lahanas
Cold War Conflicts: Analyzing the Role of U.S. Arms Exports, Kara Morrison
Computational Approaches to Predicting Cryptocurrency Prices, Chris Pelletier
Predicting Attitudes Toward the Environment Artificial Intelligence for the Humanities, Emily Rachfal
Artistic Style Transfer: How Convolutional Breaks from Convention, Miles Shebar