Arnav Arora

Arnav Arora

@rnv.bsky.social

CS PhD student, University of Copenhagen | LLM cultural value alignment, safety, political communication, AI ethics | he/him. https://scholar.google.com/citations?user=EQUUUUoAAAAJ&hl=en

2.7K followers1.1K following33 posts

Arnav Arora reposted

Attention #NLProc researchers, the EACL 2027 website is officially LIVE: 2027.eacl.org! 🎉 🇬🇷 Join us in Athens, Greece (Mar 9-13, 2027) at #EACL2027 📅 ARR submission deadline: Aug 6, 2026. Open to all areas of CL/NLP + related fields. Stay tuned for the detailed CfP soon!

Arnav Arora reposted

The paper acceptance notifications will be out by the 6th of April, AoE. The PCs are working hard throughout the holiday season to finalize the decisions. Apologies for the delay!

Happy to share that our work on multi-modal framing analysis of news was accepted to #EMNLP2025! Understanding news output and embedded biases is especially important in today's environment and it's imperative to take a holistic look at it. Looking forward to presenting it in Suzhou!

Arnav Arora@rnv.bsky.social

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

Turns out, a good way to reduce bias in LLMs is actually to make them more biased first. We came up with a neat way to do that using token based fine-tuning and then steering, getting some interesting results for both real world and fictional biases. Any feedback is welcome!

Sekh (Sk) Mainul Islam@sekh-copenlu.bsky.social

🚀 Excited to share our new preprint: BiasGym: Fantastic LLM Biases and How to Find (and Remove) Them 📄 Read the paper: arxiv.org/abs/2508.08855

Arnav Arora reposted

📢First Workshop on NLP4Democracy @ COLM 2025 📄Submit your non-archival abstracts by June 19 📅Attend the workshop in Montréal on Oct 10 for talks on: • Applying NLP to study democracy • Using LLM to improve democratic systems • AI-driven threats to democracy #NLP #Democracy #COLM2025 #AIforGood

Arnav Arora reposted

Greta Thunberg, after trying to do the humanitarian work our governments are supposed to be doing: "Whatever the odds are, we have to keep trying…when you look at the state of the world, everything feels meaningless — but unless you try to do everything you can, that's when we lose our hope, no?"

Prem Thakker ツ@premthakker.bsky.social

Greta Thunberg, describing the Gaza aid flotilla effort: "It's more important than ever because of the siege and because of the systematic starvation of over 2 million people and the full-blown, live-streamed genocide…we cannot accept just witnessing all this and doing nothing."

Arnav Arora reposted

Join us in Copenhagen for the Pre-ACL 2025 Workshop! 🇩🇰 We’re excited to welcome researchers and practitioners in Natural Language Processing, Generative AI, and Language Technology to a one-day workshop on 26 July 2025 – just ahead of ACL 2025 in Vienna. Learn more: www.aicentre.dk/events/pre-a...

Arnav Arora reposted

Replying to @copenlu.bsky.social

C3NLP Workshop #NAACL2025: @iaugenstein.bsky.social will be presenting on tailoring LLM outputs to cultures, including where implicit cultural personalisation based on names leads to over-simplification arxiv.org/abs/2502.11995 @rnv.bsky.social @frimelle.bsky.social bsky.app/profile/frim... #NLProc

arxiv.orgPresumed Cultural Identity: How Names Shape LLM ResponsesNames are deeply tied to human identity. They can serve as markers of individuality, cultural heritage, and personal history. However, using names as a core indicator of identity can lead to over-simp...
Lucie-Aimée Kaffee@frimelle.bsky.social

When I say my name, people start speaking French to me, although my French is basic. That also happens with AI systems. We wrote a whole paper on that, testing across models for presumed cultural identity based on names w/ Siddhesh Pawar @rnv.bsky.social @iaugenstein.bsky.social

Arnav Arora reposted

Replying to @srishtiy.bsky.social

Using simple, small models with the goal of usability and scalability of the task, we hope social scientists, journalists and researchers use this as a first step in studying multimodal framing and its intended/unintended effects. More here: bsky.app/profile/mari...

Maria Antoniak@mariaa.bsky.social

New work on multimodal framing! 💫 Some fun results: comparisons of the same frame when expressed in images vs texts. When the "crime" frame is expressed in the article text, there are more political words in the text, but when the frame is expressed in the article image, more police words.

Arnav Arora reposted

When we read the news, images can convey different things than text itself. Unlike other works which look at text, we study this as a “multimodal” framing problem & analyze where text and images communicate different “frames”. Checkout our paper here: arxiv.org/abs/2503.20960 @aicentre.dk

arxiv.orgMulti-Modal Framing Analysis of NewsAutomated frame analysis of political communication is a popular task in computational social science that is used to study how authors select aspects of a topic to frame its reception. So far, such s...
Arnav Arora@rnv.bsky.social

Find other interesting results in our paper: arxiv.org/abs/2503.20960 or play with the dataset yourself: huggingface.co/datasets/cop... Work done with my amazing colleagues @aicentre.dk @srishtiy.bsky.social @mariaa.bsky.social @serge.belongie.com @iaugenstein.bsky.social

Arnav Arora reposted

New study with @iaugenstein.bsky.social’s group analyzing the interplay between photos and text in the news

Arnav Arora@rnv.bsky.social

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

Arnav Arora reposted

New work on multimodal framing! 💫 Some fun results: comparisons of the same frame when expressed in images vs texts. When the "crime" frame is expressed in the article text, there are more political words in the text, but when the frame is expressed in the article image, more police words.

Arnav Arora@rnv.bsky.social

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

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Using our method, you can also get issue-specific frames inductively from the article texts. When publishers are compared across the political spectrum, some clear patterns of how the left frames Immigration vs the right.

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

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We collect a dataset of 500k articles and images from various publishers in the US, across the political spectrum and systematically analyse differences in framing across them.

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

Editors choose to convey more subtle messaging through images that can evoke a more emotional response. But can this be measured? We demonstrate a methodology using large language and vision models to do such multi-modal analysis reliably & at scale. We use both generic and issue-specific frames!

Arnav Arora reposted

Arnav Arora reposted

📢New Paper Alert!🚀 Human alignment balances social expectations, economic incentives, and legal frameworks. What if LLM alignment worked the same way?🤔 Our latest work explores how social, economic, and contractual alignment can address incomplete contracts in LLM alignment🧵

Arnav Arora reposted

New preprint! Metaphors shape how people understand politics, but measuring them (& their real-world effects) is hard. We develop a new method to measure metaphor & use it to study dehumanizing metaphor in 400K immigration tweets Link: bit.ly/4i3PGm3 #NLP #NLProc #polisky #polcom #compsocialsci 🐦🐦

Arnav Arora reposted

Science is political. It wouldn't necessarily have to be partisan. But when one party is opposed to science-based policy, scientists have a choice between saying "you're right, thoughts and prayers are probably as effective as reducing carbon emissions" or saying "fuck that."

Arnav Arora reposted

#NLP question: is there a way to set email preferences for ARR/OpenReview? I am getting dozens of emails every day about interactions on papers I am SACing and would like to make my inbox more manageable…

Arnav Arora reposted

Wow. it must feel terrible when someone takes something you made and uses it without permission or payment

Financial Times@financialtimes.com

OpenAI says it has evidence China’s DeepSeek used its model to train competitor https://www.ft.com/content/a0dfedd1-5255-4fa9-8ccc-1fe01de87ea6

Arnav Arora reposted

Over the last few years, several people from the @milanlp.bsky.social lab went onto the academic job market in #NLP. Based on the conversations with them, I collected some observations we shared internally. In case they are useful for others, though, here they are: dirkhovy.com/post/2025_01...

dirkhovy.comHow to professor | Dirk HovyIt feels not long ago that I was worried about my job applications, but in reality, I have done this long enough that some of my first MSc supervisees are professors of their own now. Every few months...

Arnav Arora reposted

Today, we are releasing MSTS, a new Multimodal Safety Test Suite for vision-language models! MSTS is exciting because it tests for safety risks *created by multimodality*. Each prompt consists of a text + image that *only in combination* reveal their full unsafe meaning. 🧵

Bit late to announce but I'm visting Dr. Kalina Bontcheva at Uni Sheffield for the next couple of months to work on disinformation related stuff! UK folks, do say 👋 if you're around or hosting for a talk. 😄

Arnav Arora reposted

Counting down to the sanewashing by WaPo, LAT, ABC, Facebook, ...

Patrick Chovanec@prchovanec.bsky.social

Apparently Trump directly threatened Denmark on his first phone call the other day with their Prime Minister. The "conversation" has set off major alarm bells in Copenhagen and other NATO capitals. www.theatlantic.com/internationa...