宛瑾 Wan Jin
@wanjin.bsky.social
PhD candidate at UvA researching algorithmic gatekeeping | recommender systems | Algosoc
Finally see a nice protocol of using LLM to annotate the dataset! Interesting points:
1. Use chain-of-thought in classification to make the reasoning visible - sth often missing in human coding
2. Asking LLM to quote the text for reasoning & not hallucinate can decrease hallucinations
1. Use chain-of-thought in classification to make the reasoning visible - sth often missing in human coding
2. Asking LLM to quote the text for reasoning & not hallucinate can decrease hallucinations
New publication out in Social Science Computer Review, with @mikefarjam.bsky.social (lead) and Meike Lohkamp:
“A Practical Guide and Case Study on How to Instruct LLMs for Automated Coding During Content Analysis.”
journals.sagepub.com/doi/10.1177/...
A thread 🧵:
“A Practical Guide and Case Study on How to Instruct LLMs for Automated Coding During Content Analysis.”
journals.sagepub.com/doi/10.1177/...
A thread 🧵:
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June 25, 2025 at 7:52 PM
Finally see a nice protocol of using LLM to annotate the dataset! Interesting points:
1. Use chain-of-thought in classification to make the reasoning visible - sth often missing in human coding
2. Asking LLM to quote the text for reasoning & not hallucinate can decrease hallucinations
1. Use chain-of-thought in classification to make the reasoning visible - sth often missing in human coding
2. Asking LLM to quote the text for reasoning & not hallucinate can decrease hallucinations
Reposted by 宛瑾 Wan Jin
1/7
First paper of my dissertation now out in EJPR with @bnbakker.bsky.social & @gijsschumacher.bsky.social
Can we measure affective polarization in systems with 6, 10, or even more parties without overburdening respondents or compromising validity? We show how.
Paper: doi.org/10.1111/1475...
First paper of my dissertation now out in EJPR with @bnbakker.bsky.social & @gijsschumacher.bsky.social
Can we measure affective polarization in systems with 6, 10, or even more parties without overburdening respondents or compromising validity? We show how.
Paper: doi.org/10.1111/1475...
Establishing the construct and predictive validity of brief measures of affective polarization
Measuring affective polarization, defined as the liking for one's political ingroup and the dislike for political outgroups, poses methodological challenges in multiparty systems: evaluations of seve...
doi.org
May 7, 2025 at 12:11 PM
1/7
First paper of my dissertation now out in EJPR with @bnbakker.bsky.social & @gijsschumacher.bsky.social
Can we measure affective polarization in systems with 6, 10, or even more parties without overburdening respondents or compromising validity? We show how.
Paper: doi.org/10.1111/1475...
First paper of my dissertation now out in EJPR with @bnbakker.bsky.social & @gijsschumacher.bsky.social
Can we measure affective polarization in systems with 6, 10, or even more parties without overburdening respondents or compromising validity? We show how.
Paper: doi.org/10.1111/1475...
Reposted by 宛瑾 Wan Jin
If you know me, you know I am obsessed with building dashboards. 😅
Well, I am excited to share that @ernesto-deleon.com, Max Paulus, & I were awarded a small grant to build an #rstats package to make them accessible to other researchers.
And we’re hiring a Research Assistant to help us do that!
Well, I am excited to share that @ernesto-deleon.com, Max Paulus, & I were awarded a small grant to build an #rstats package to make them accessible to other researchers.
And we’re hiring a Research Assistant to help us do that!
April 25, 2025 at 1:32 PM
If you know me, you know I am obsessed with building dashboards. 😅
Well, I am excited to share that @ernesto-deleon.com, Max Paulus, & I were awarded a small grant to build an #rstats package to make them accessible to other researchers.
And we’re hiring a Research Assistant to help us do that!
Well, I am excited to share that @ernesto-deleon.com, Max Paulus, & I were awarded a small grant to build an #rstats package to make them accessible to other researchers.
And we’re hiring a Research Assistant to help us do that!
Very interesting and relevant topic, check it out👇
Does loneliness correlate with support for the populist radical right? In the Netherlands, yes-lonelier individuals were more likely to support the PRR across 15 years of data (2008-2023), with effect sizes comparable to health correlates of loneliness. (1/9)
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
Loneliness is positively associated with populist radical right support
The mental and physical health consequences of loneliness are well documented. However, loneliness's socio-political ramifications have been largely u…
www.sciencedirect.com
January 24, 2025 at 6:47 AM
Very interesting and relevant topic, check it out👇