Many thanks to the reviewers & editorial team @icsjournal.bsky.social for their thoughtful comments

Many thanks to Christopher Assaf, Bin Chen, @rossdahlke.bsky.social, @zeningduan.bsky.social, @meredithpruden.bsky.social ky.social, & @jiyoun-suk.bsky.social for sharing their materials!

Also, @heesoojang.bsky.social has a great Twitter thread last year about the job market: x.com/HeesooJang2/...

Enjoy, Jo!

Brilliant scholar @shugars.bsky.social is our discussant. They highlighted some key trends, noting that many panelists raised similar question, including "when and how is it appropriate to use LLMs?" They also mention inequality challenges with using closed-source and expensive models.

We round the panel out with work by @damiantrilling.net on LLM agents. He and his team conduct 3 studies, some of which are fully simulated and some that are more hybrid. #ica25 @icacm.bsky.social

@zeningduan.bsky.social presenting his work with the Social Media & Democracy research group at @uwsjmc.bsky.social. In the study, they use an LLM to annotate accounts for different roles, which they validate with manual coding. Zero shot was good, few shot was better.

Miyoung Chong presents her work with @smithmarisaa.bsky.social and Om Sai on using LLMs for stance detection (zero and few-shot). They apply this to the case of CRT discourse.

Longhan Wei presents his work with Tian Yang looking at ChatGPT users and their online behavior, showing a possible amplification effect. #ica25 @icacm.bsky.social

Torie Kim (my student!!) presenting our work on using open source LLMs (who talk to each other) to label text data. #ica25 @icacm.bsky.social