Fabio Celli
@facells.bsky.social
20 followers 16 following 59 posts
data scientist, humanist, pioneer in personality computing. producing data for computational history
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facells.bsky.social
we invented the wearable poster - with @mrovera.bsky.social at CLIC-it @ailc-nlp.bsky.social
facells.bsky.social
tools like AI Overview are transforming web search, increasing reliance on generated answers. This is impacting historical memory, as models like GPT4 can generate distortions. We created a benchmark to study how #LLMs interpret history. #academicsky #clic-it2025 #NLP
facells.bsky.social
#datascience #history #elite #power
facells.bsky.social
#History interpretation is subjective, tainted by #biases, leading to frequent disagreements among humans. We showed that the largest #LLMs can reach an agreement level similar to #humans and can be used as annotators, opening new avenues for studying history. #academicsky #research
Reposted by Fabio Celli
csh.ac.at
🚔 #Crime has a rhythm — can we decode its beat? In a new study co-authored by CSH's @rafaelprietocuriel.bsky.social, 12 years of detailed crime data reveal relatively stable temporal “heartbeats” for different crime types over time. journals.sagepub.com/doi/10.1177/...
facells.bsky.social
#data #visualization #ideologies #religions #history #academicsky
open.substack.com/pub/fabiocel...
facells.bsky.social
#history #data #diffusion of macro #religions
facells.bsky.social
I worked a lot with Process Mining this year, so today I release Learnipy v0.10, enriched with some algorithms for extracting petri net, heuristic net and BPMN from data. Enjoy. #datascience #academicsky #opensource
github.com/facells/lear...
GitHub - facells/learnipy: making data science easier
making data science easier. Contribute to facells/learnipy development by creating an account on GitHub.
github.com
facells.bsky.social
#llms #culture #bias #academicsky
facells.bsky.social
#tariffs #war #history #data
facells.bsky.social
what the world will be in 100 years. #data #demography
facells.bsky.social
#AI #datascience #news #media #history
facells.bsky.social
#LLMs are excellent for historical analysis, but their single-source nature leaves them vulnerable to #manipulation or censorship. That's why comparing historical data annotated by LLMs and humans is essential for fostering critical awareness of bias. 👉 www.mdpi.com/2079-9292/13...
facells.bsky.social
#history with #data: correlation between #war and #narrative.
facells.bsky.social
A couple of weeks ago I presented this paper on the extraction of historical structured knowledge from Large Language Models at the conference on digital libraries. The paper is now available! ceur-ws.org/Vol-3937/pap...
It was a very nice opportunity, Thaks to you all! #llm #academicSky
facells.bsky.social
#history #data #texts
facells.bsky.social
#knowledge #extraction from #LLMs in #digitalhumanities. #AcademicSky
facells.bsky.social
#20bookchallenge #booksky 20 of 20
facells.bsky.social
#20bookchallenge #booksky 19 of 20
facells.bsky.social
#20bookchallenge #bookchakkenge #booksky 18 of 20