I’m Sil. I’m a PhD student in Information Science at Cornell University. Here's my CV.

I study under David Mimno and Matthew Wilkens. Other committee members include Marten van Schijndel and Andrew Piper.

What do I study? My goal is to sharpen intuitions on where humans and language models epistemologically diverge. My published research draws on narrative theory and model interpretability to investigate how LLMs (fail to) capture cultural concepts in areas like jurisprudence, journalism, and storytelling.

Want to connect? Reach out to me on Bluesky, email, or LinkedIn.

7/2025 "The Zero Body Problem" was accepted to COLM 2025. See you in Montreal!
5/2025 Began a summer internship at Epiq AI Labs.
4/2025 Attended NAACL 2025 and presented "A City of Millions" at NLP4DH.
4/2025 NSERC awarded me a 3-year scholarship to pursue extracting knowledge from neural networks.
1/2025 Spoke on structuring data for the digital humanities at Concordia University.

Simulation Papers

Blind Judgement: Agent-Based Supreme Court Modelling with GPT. Simulating the Supreme Court with chatbots.
The COVID That Wasn’t: Counterfactual Journalism using GPT. Estimating priors on COVID-19 with GPT-2.

Interpretability Papers

The Zero Body Problem: Probing LLM Use of Sensory Language. Generated stories don't reliably evoke the senses.
Lost in Space: Finding the Right Tokens for Structured Output. Structured output harms model accuracy.
Detecting Mode Collapse in Language Models via Narration. RLHF causes GPT to write more generic stories.
Mrs. Dalloway Said She Would Segment the Chapters Herself. Finding chapter borders in story sentiment.

Software

DocPlot. Private semantic search in the browser.
COVID-17. Showcases a counterfactual COVID narrative.
semantic-space. Generates thesauruses from latent space.
adsb-utils. Maps ADS-B packets with ncurses.
feature-space-explorer. Plots sentence embeddings in 3D.

Courses

Generative AI For Journalists. 350 students.
How to use ChatGPT and other generative AI tools in your newsrooms. 10k+ students and translated into Spanish & Portuguese.

Workshops

NLP4DH 2025. I served as session chair.
Workshop on AI & DH. Concordia University.
Run LLMs On Your Laptop. Media Party.
Workshop and Mixer on ChatGPT. Brown Institute for Media Innovation.