Hannah Li
@hannahli.bsky.social
1.5K followers 220 following 20 posts
Assistant Prof at Columbia || Studying data science and its interactions with human behavior || Applications in education, healthcare, and online platforms. https://hannahql.github.io/
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Reposted by Hannah Li
eckles.bsky.social
I am teaching a PhD seminar this fall which attempts to put a decision-theoretic lens (or lenses) on research design.

So e.g., statistical decision theory, eliciting beliefs & preferences, and rational benchmarks.

Here's a draft syllabus docs.google.com/document/d/1...

What's missing?
hannahli.bsky.social
Joint work with Liang (Charles) Lyu, James Siderius, @dacemoglumit.bsky.social, Dan Huttenlocher, and Asu Ozdaglar
hannahli.bsky.social
We see a similar effect in edits, although not statistically significant. Very important to keep monitoring in the future, as platforms like Wiki serve as important info repositories (and training data for future LLMs)
hannahli.bsky.social
This is in contrast to prior work that sees no significant change to Wikipedia articles *as a whole*, after the launch of ChatGPT. This masks selective changes in consumption patterns.
hannahli.bsky.social
Just out in WWW last week! 📜Our work on substitution patterns between Wikipedia and ChatGPT. We find *heterogeneous* impacts, where Wiki articles that are similar to ChatGPT outputs see a greater drop in views than dissimilar articles:

arxiv.org/abs/2503.00757
Wikipedia Contributions in the Wake of ChatGPT
How has Wikipedia activity changed for articles with content similar to ChatGPT following its introduction? We estimate the impact using differences-in-differences models, with dissimilar Wikipedia ar...
arxiv.org
hannahli.bsky.social
I am influenced. Buying a copy too!
hannahli.bsky.social
Curious to see what analyses you do! I've been tracking my habits and moods on Daylio for the last 2 years for no reason but to one day do some data analysis on myself... maybe that day will come soon
hannahli.bsky.social
Come work with people like @dholtz.bsky.social, Nicola Rosaia, and me :)
hannahli.bsky.social
📣 Please repost 📣 We are hiring a staff Research Associate (pre-doc) at Columbia DRO!

This is a great opportunity if you want to work on online platforms, urban economics, experiment design, or impacts of AI.

Deadline to apply is May 15. For more info: business.columbia.edu/faculty/divi...
hannahli.bsky.social
Terrifying how much control the Trump administration has on our education system...
Reposted by Hannah Li
nkgarg.bsky.social
*Please repost* @sjgreenwood.bsky.social and I just launched a new personalized feed (*please pin*) that we hope will become a "must use" for #academicsky. The feed shows posts about papers filtered by *your* follower network. It's become my default Bluesky experience bsky.app/profile/pape...
hannahli.bsky.social
I definitely believe these trends are happening, but I can't figure out how they would reliably measure this? Their method relies on classifying which texts are AI generated, and so the classifier could just be flagging texts with low diversity
hannahli.bsky.social
Wow now THIS is some cool data viz. Insane looking at Manhattan and seeing the Billionaire's Row ultra high rises casting 20 block long shadows across Central Park...
johnholbein1.bsky.social
This app is so cool!

ShadeMap generates shadow maps by calculating the sun's position for a given location and time of year.

It then traces a path from each map pixel toward the sun; if this path intersects an object like a building, mountain, or tree, the pixel is marked as shaded.
hannahli.bsky.social
Yes to evaluating the *outcomes* of these systems rather than as a standalone algorithm! This is something that's been bothering me for a while about ML assisted decisions
hannahli.bsky.social
"Life can get very exciting upon realising that a problem has more {axes/limits/...} than was initially apparent." <-- Maybe this says something about how exciting my life is, but I related to this...
spmontecarlo.bsky.social
Finally compiled and refined this a bit; do take a look if you're curious! A more TeX'd version is attached in the screenshots.

hackmd.io/@sp-monte-ca...
'Some Intuition Boosters'
Reposted by Hannah Li
khoavuumn.bsky.social
Real footage of a synthetic control model
hannahli.bsky.social
Hmm what are you suggesting to divide by?
hannahli.bsky.social
Cursor has been a lifesaver for me!!
hannahli.bsky.social
neat - wonder if there's some way to disentangle how these starter packs have shaped the resulting follower-following graph, compared to if we only had organic search
ketikagarg.bsky.social
1st post on bsky - about bsky! I was fascinated with academic starter packs and made an interactive network to see academic communities and how they connect - a map of knowledge! link to an interactive & searchable network: ketikagarg.github.io/blueSkyAcade...
hannahli.bsky.social
Would love to be added to this! :)
hannahli.bsky.social
Excited for the dialogue and the research community that this site is going to create!
emilyltucker.bsky.social
New starter pack if you're looking for the #orms community on here: go.bsky.app/SvBND16

Also if you have recommendations of people to add, feel free to send them my way.
Reposted by Hannah Li
catherinebreslin.bsky.social
ICYMI a starter pack to fill your feed with awesome women in AI go.bsky.app/LaGDpqg
hannahli.bsky.social
Can you add me as well? Thanks!