Luca Rossi
@lrossi.bsky.social
1.4K followers 310 following 130 posts
I work at IT University of Copenhagen trying to understand online participation and collective action while having fun with methods. Also Head of the Data Science Section.
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lrossi.bsky.social
#computationalsocialscience Our work on using VLLMs for semantic visual clustering is out on SSCR: journals.sagepub.com/doi/10.1177/...

There is a lot happening in the space of computational analysis of visual content as we acknowledge more and more the visual nature of contemporary communication.
Sage Journals: Discover world-class research
Subscription and open access journals from Sage, the world's leading independent academic publisher.
journals.sagepub.com
Reposted by Luca Rossi
nerdsitu.bsky.social
Three new NERDS publications: Polarization, image-to-text-mapping, and candidate recommendation
nerds.itu.dk/2025/09/30/t...
A memes present in a dataset of a paper. This type of image shows a high level of cultural complexity that cannot be fully interpreted by simply looking at the objects represented in the picture.
lrossi.bsky.social
@lajello.bsky.social is giving his inaugural lecture as full professor at @itu.dk . A story in 3 parts about "how the web failed us". So well deserved.
Reposted by Luca Rossi
itu.dk
ITU er særdeles flot repræsenteret ved #ESA2025 i Warszawa, Europas største konference for algoritmeforskning 👏

👉 Hele 10 pct. af de optagne artikler stammer fra ITU-forskere.

👉 Best Paper Award går til ITU's Eva Rotenberg og Ivor van der Hoog ESA’s for deres arbejde med Dijkstras algoritme.
Reposted by Luca Rossi
chrha.bsky.social
I'm hiring a postdoc at ITU Copenhagen with experience in NLP, who is keen on improving citizens' experience of health emergency triage in an exciting project with the Danish emergency helpline and the University of Copenhagen. Knowledge of Danish is helpful. candidate.hr-manager.net/ApplicationI...
Citizen-Facing Bidirectional AI for Emergency Triage
The IT University of Copenhagen invites highly motivated individuals to apply for a two year Postdoc position starting in November 2025 or soon thereafter. We i
candidate.hr-manager.net
Reposted by Luca Rossi
justinwolfers.bsky.social
Critical part of the President's new $100,000 charge for H1-B visas: The Administration can also offer a $100,000 discount to any person, company, or industry that it wants. Replacing rules with arbitrary discretion.

Want visas? You know who to call and who to flatter.
lrossi.bsky.social
[…] symbolically aligning their influence and teamwork with the collective efforts needed to address environmental challenges[…]" even without any cleaning the text gives us a clear semantically accurate description of the meaning of the picture that would not be possible otherwise.
lrossi.bsky.social
"[…] a powerful visual blend of modern celebrity culture with pressing environmental issues, using the popular music group as a metaphorical representation of various solutions to climate change. Each member is labeled with a different aspect of sustainability
lrossi.bsky.social
fandom dynamics and read the text that goes with it. The actual meaning ("these are the solutions we need for the energy transition") require some cultural work and is hardly connected with the surface features (not even with the text). Gpt4o offered this (shortened) description:
lrossi.bsky.social
awareness and why it matters.
Take a look at this picture (that we got from a dataset of climate-related activism). This photo is remarkably complex from a cultural point of view, yet very simple in its message. To understand it you need to know who the BTS are, to get an intuition of k-pop
lrossi.bsky.social
Few days ago I posted about our new article on semantic clustering with VLLMs (here if you missed it journals.sagepub.com/doi/10.1177/... ) and I wrote that the method is better than some alternative because it offers cultural awareness and interpretability. Let me explain what I mean by cultural
Reposted by Luca Rossi
nerdsitu.bsky.social
Prof. Paul Smaldino @psmaldino.bsky.social will join us in Copenhagen on Wed, Sep 24, 12:30-13:15 to present at an exciting data science seminar!

Topic: Why Use An Evolutionary Perspective To Study Culture?

To attend, see: nerds.itu.dk/event/data-s...
Portrait photo of a researcher
lrossi.bsky.social
different configurations can affect the results and we are now quite confident that this could be a valuable strategy to consider if you want to computationally study visual data in the context of social sciences.
lrossi.bsky.social
(e.g. recognising celebrities, symbols etc); 2) having an intermediate textual step allows for an easier interpretability of the clusters that do not need to be visually inspected.

The whole pipeline it's rather complex and contains many moving parts, we've conducted extensive testing of how
lrossi.bsky.social
clustering images that have the "same meaning" rather than showing the same "surface-level visual features". We show that our proposed approach achieves a considerably higher clustering quality, as well as offering additional positive aspects: 1) VLLM show high level of cultural awareness
lrossi.bsky.social
Here we present and evaluate a strategy that uses a first step of image description done via VLLM and then clusters the resulting texts via text-embeddings. We also compare this strategy against a traditional CNN-based approach given the task of "semantic clustering" that we define as
lrossi.bsky.social
#computationalsocialscience Our work on using VLLMs for semantic visual clustering is out on SSCR: journals.sagepub.com/doi/10.1177/...

There is a lot happening in the space of computational analysis of visual content as we acknowledge more and more the visual nature of contemporary communication.
Sage Journals: Discover world-class research
Subscription and open access journals from Sage, the world's leading independent academic publisher.
journals.sagepub.com
Reposted by Luca Rossi
lrossi.bsky.social
I will not stop using my em dashes out of fear of a reviewer accusing me of using AI!
Reposted by Luca Rossi
Reposted by Luca Rossi
andreavbasso.bsky.social
More than 500 researchers have signed an open letter against the dangerous EU proposal on chat control.

The proposal remains ineffective, undoes decades of results in E2E encryption, and threatens the privacy of half a billion citizens.

csa-scientist-open-letter.org/Sep2025
csa-scientist-open-letter.org
lrossi.bsky.social
Just noticed the AIs available in the "AI studio" in Instagram. I understand that meta needs to find a way to justify the tons of money used on GPUs.. but who seriously imagined this could lead to something different from soft porno and cursing characters?
lrossi.bsky.social
I understand the need to investigate how future techs are perceived by the public and shaped by that perception ... But the consequences of "quantum AI" seems a little bit to much.
Reposted by Luca Rossi
nlpnorth.bsky.social
Have you recently used a crowdsourcing platform to collect data or annotations?
We are running a study about the use of LLMs in crowdsourcing platforms. If you want to help, fill in this 10 min survey 👉https://tinyurl.com/39ab55wf

#NLProc
nlp-amelie.bsky.social
Crowdsourcing datasets is very common, but how much of those results come from LLMs these days? How can we prevent it? Much of it is unclear. This is why we’re conducing a survey (~10 min) to gather community experiences, challenges, and solutions.
Share your thoughts 👉https://tinyurl.com/39ab55wf
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