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Reposted by Laura K. Nelson

Lauren Klein @laurenfklein.bsky.social · 3h

The syllabus and schedule for my fall semester quantitative literary analysis course is now online, better late than never! github.com/laurenfklein...

GitHub - laurenfklein/2025-quant-lit: Class labs for Fall 2025 ENG 385 on quantitative literary analysis

Class labs for Fall 2025 ENG 385 on quantitative literary analysis - GitHub - laurenfklein/2025-quant-lit: Class labs for Fall 2025 ENG 385 on quantitative literary analysis

github.com

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Laura K. Nelson @lauraknelson.bsky.social · 1d

It depends on how you use it, as has always been the case, for forever. You can use it to summarize a text so you don't have to read the text yourself. Or you can use it to explain things you don't know (and no amount of thinking will get you the answer), so that you can engage more deeply.

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Laura K. Nelson @lauraknelson.bsky.social · 1d

Ok but in all seriousness, how is this different from profs telling students to look up words or references they don't understand while reading difficult texts? My profs told me to have a dictionary on my desk when I read assigned texts in undergrad. Like this can be an actually helpful, good thing?

Joshua Erlich @joshuaerlich.bsky.social · 1d

“where’s the whale? did he get the whale yet?”

lindsey adler @lindseyadler.bsky.social · 1d

...

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Laura K. Nelson @lauraknelson.bsky.social · 2d

The book Python for Everybody by Charles Severance still slaps, and it's free online

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Reposted by Laura K. Nelson

Amy Zhang @axz.bsky.social · Dec 3

In collab w/ Semantic Scholar, we conducted a large scale (800+) survey of researcher usage and perceptions of LLMs for science.

Major findings:
+Most are using LLMs already, mostly for writing
+LLMs seem to be a win for research equity
+But some groups, like women, have more ethical concerns too

Simona Liao @simonaliao.bsky.social · Dec 2

Hi everyone, I am excited to share our large-scale survey study with 800+ researchers, which reveals researchers’ usage and perceptions of LLMs as research tools, and how the usage and perceptions differ based on demographics.

See results in comments!

🔗 Arxiv link: arxiv.org/abs/2411.05025

LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions

The rise of large language models (LLMs) has led many researchers to consider their usage for scientific work. Some have found benefits using LLMs to augment or automate aspects of their research pipe...

arxiv.org

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Laura K. Nelson @lauraknelson.bsky.social · 4d

Yeah my violin plots typically look, erm ... suggestive, so much so that I feel like I can't publish them. These are good.

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Laura K. Nelson @lauraknelson.bsky.social · 4d

Anyway - now that I've looked at this, love it!

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Laura K. Nelson @lauraknelson.bsky.social · 4d

And I got to my computer and opened the link, and it's the first two words in the Figure note. Sorry! (I was on my phone before and hadn't looked at the article.)

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Laura K. Nelson @lauraknelson.bsky.social · 5d

Ooh neat! (trivial question - what's the name of that type of visualization in your screenshot?)

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Reposted by Laura K. Nelson

Tim Kellogg @timkellogg.me · 5d

Muon optimizer learns more from rare data than Adam

i need to dig deeper. i think the industry is coalescing on:

- Adam is faster
- Muon is more stable
- now, Muon learns rare data better

i wonder if that’s why K2 has that vibe that it has

arxiv.org/abs/2509.26030

Muon Outperforms Adam in Tail-End Associative Memory Learning

The Muon optimizer is consistently faster than Adam in training Large Language Models (LLMs), yet the mechanism underlying its success remains unclear. This paper demystifies this mechanism through th...

arxiv.org

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Reposted by Laura K. Nelson

D. J. Hicks @danhicks.bsky.social · 7d

Finally officially published! "Race science in mainstream psychology, 1960–2010" with @rhacodactylus.bsky.social (who needs a job btw) direct.mit.edu/qss/article/... 🧵

#histsci #sts #philsci #metascience

Race science in mainstream psychology, 1960–2010

Abstract. Anthropologists and human geneticists have long rejected efforts to purportedly scientifically justify racial inequality and colonialism. But race science has persisted, at least on the marg...

direct.mit.edu

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Laura K. Nelson @lauraknelson.bsky.social · 7d

American Voices Project?
inequality.stanford.edu/avp/methodol...

American Voices Project methodology - Stanford Center on Poverty and Inequality

inequality.stanford.edu

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Laura K. Nelson @lauraknelson.bsky.social · 7d

Last summer I landed in Stockholm and I picked up my phone, ready to try to connect to the airport wifi, but I was already autoconnected to eduroam. In the airport. No university nearby. I was connected pretty much everywhere in Sweden. Yeah it's impressive.

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Reposted by Laura K. Nelson

Magdalena Donea | 🇷🇴 🇬🇷 🏳️‍🌈 ♿️ @maggy.kia.net · 7d

We need to figure out how to take a hard turn away from policing students. They didn't create this problem. Educators didn't create this problem. All attention on control and stricture is wasted, while further entrenching and legitimizing industry extraction. Let students live. Change your pedagogy.

Jim McGrath @jimmcgrath.bsky.social · 7d

I’ve seen this Wikipedia resource on Signs of AI Writing going around. I would caution folks looking to use it as a manual or even reference in course assessment contexts. It is definitely useful and descriptive thinking out loud within the context of Wikipedia. en.m.wikipedia.org/wiki/Wikiped...

Wikipedia:Signs of AI writing - Wikipedia

en.m.wikipedia.org

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Reposted by Laura K. Nelson

Jim McGrath @jimmcgrath.bsky.social · 7d

If you are in education, please excise “I can just tell it’s AI” from your vocabulary. I know it’s hard, but we are already on a speedrun to infantilizing an entire generation of students at a point when we probably want to be doing more to get them to care about the value of education.

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Reposted by Laura K. Nelson

Rene Almeling @ralmeling.bsky.social · 8d

Yale Sociology is hiring an associate or full professor in quantitative sociology. Come work with me! Applications open tomorrow. Details available here:

apply.interfolio.com/174709

Apply - Interfolio {{$ctrl.$state.data.pageTitle}} - Apply - Interfolio

apply.interfolio.com

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Reposted by Laura K. Nelson

Stanford Sociology @stanfordsoc.bsky.social · 9d

We're hiring for a senior appointment at the rank of Associate Professor or Professor!

Apply here: facultypositions.stanford.edu/en-us/job/49...

Stanford | Faculty Positions: Details - Senior appointment in the Department of Sociology at the rank of Associate Professor or Professor

facultypositions.stanford.edu

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Laura K. Nelson @lauraknelson.bsky.social · 11d

*math

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Laura K. Nelson @lauraknelson.bsky.social · 11d

Labubus? I don't know

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Laura K. Nelson @lauraknelson.bsky.social · 11d

The Labubi thing is legit tho. I do see and hear about that everywhere

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Laura K. Nelson @lauraknelson.bsky.social · 11d

Mixtape you probably haven't heard

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Laura K. Nelson @lauraknelson.bsky.social · 11d

lol

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Reposted by Laura K. Nelson

Neal Caren @haphazardsoc.bsky.social · 12d

Carolina Sociology is hiring!

• Tenure-track in computational sociology or advanced quantitative methods
• Open rank in population health.

unc.peopleadmin.com/postings/307...
unc.peopleadmin.com/postings/307...

Assistant Professor

This Assistant Professor position will teach graduate and undergraduate courses, conduct research in the field of Sociology, participate in departmental service, and mentor graduate students.

unc.peopleadmin.com

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Laura K. Nelson @lauraknelson.bsky.social · 12d

Same. I absolutely will not join, not my lane, but boy I'm so curious

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Laura K. Nelson @lauraknelson.bsky.social · 12d

This is a weekly reading group, so if you're keeping score or comparing against your syllabus, they're self-assigning six articles *per week*

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