Arnav Arora
@rnv.bsky.social
PhD student, University of Copenhagen
NLP, misinformation, media framing, hatespeech, cultural values, CSS, Pol Comm, AI ethics |
he/him.
https://scholar.google.com/citations?user=EQUUUUoAAAAJ&hl=en
NLP, misinformation, media framing, hatespeech, cultural values, CSS, Pol Comm, AI ethics |
he/him.
https://scholar.google.com/citations?user=EQUUUUoAAAAJ&hl=en
Kudos to my collaborators @srishtiy.bsky.social (who co-led this work), @mariaa.bsky.social @serge.belongie.com @iaugenstein.bsky.social for making this happen!
August 21, 2025 at 1:24 PM
Kudos to my collaborators @srishtiy.bsky.social (who co-led this work), @mariaa.bsky.social @serge.belongie.com @iaugenstein.bsky.social for making this happen!
Reposted by Arnav Arora
In "Investigating Human Values in Online Communities", we perform a high-scale study of the unique values expressed by online communities with different perspectives
arxiv.org/abs/2402.14177 #NAACL2025 #NLProc
@nadavb.bsky.social @rnv.bsky.social @frimelle.bsky.social @iaugenstein.bsky.social
arxiv.org/abs/2402.14177 #NAACL2025 #NLProc
@nadavb.bsky.social @rnv.bsky.social @frimelle.bsky.social @iaugenstein.bsky.social
April 28, 2025 at 3:56 PM
In "Investigating Human Values in Online Communities", we perform a high-scale study of the unique values expressed by online communities with different perspectives
arxiv.org/abs/2402.14177 #NAACL2025 #NLProc
@nadavb.bsky.social @rnv.bsky.social @frimelle.bsky.social @iaugenstein.bsky.social
arxiv.org/abs/2402.14177 #NAACL2025 #NLProc
@nadavb.bsky.social @rnv.bsky.social @frimelle.bsky.social @iaugenstein.bsky.social
Reposted by Arnav Arora
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
@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
April 28, 2025 at 3:56 PM
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
@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
Reposted by Arnav Arora
The high effort solution is to use an LLM to make a browser extension which tracks your academic reading and logs every paper you interact with to github, which builds and publishes a webapp to expose the data.
Which, clearly only a crazy weirdo would do.
dmarx.github.io/papers-feed/
Which, clearly only a crazy weirdo would do.
dmarx.github.io/papers-feed/
ArXiv Paper Feed
dmarx.github.io
March 27, 2025 at 3:18 AM
The high effort solution is to use an LLM to make a browser extension which tracks your academic reading and logs every paper you interact with to github, which builds and publishes a webapp to expose the data.
Which, clearly only a crazy weirdo would do.
dmarx.github.io/papers-feed/
Which, clearly only a crazy weirdo would do.
dmarx.github.io/papers-feed/
Reposted by Arnav Arora
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...
More here:
bsky.app/profile/mari...
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.
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.
April 7, 2025 at 5:15 PM
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...
More here:
bsky.app/profile/mari...
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
Work done with my amazing colleagues @aicentre.dk
@srishtiy.bsky.social @mariaa.bsky.social @serge.belongie.com @iaugenstein.bsky.social
Multi-Modal Framing Analysis of News
Automated 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...
arxiv.org
April 7, 2025 at 9:20 AM
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
Work done with my amazing colleagues @aicentre.dk
@srishtiy.bsky.social @mariaa.bsky.social @serge.belongie.com @iaugenstein.bsky.social
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.
April 7, 2025 at 9:20 AM
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.
Across topics, we find substantial differences in framing across the article and the image. These hold across political leanings as well.
April 7, 2025 at 9:20 AM
Across topics, we find substantial differences in framing across the article and the image. These hold across political leanings as well.
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.
April 7, 2025 at 9:20 AM
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.