Advertisement · 728 × 90

Posts by Rob Voigt

“A whole civilization will die tonight” is the most vile thing a US president has ever said, certainly during the post-1945 era when they’ve had the power to kill civilizations with the dropping of a bomb. I’m staring into the darkness. May this not be one of the most fateful days in human history.

2 weeks ago 11613 2796 186 78

Ed is the way better alternative!! edstem.org

2 weeks ago 1 0 0 0

Wow, looks amazing Dallas!! Congrats!

1 month ago 1 0 0 0
After two years of vibecoding, I’m back to writing by hand
After two years of vibecoding, I’m back to writing by hand YouTube video by Mo Bitar

I was just watching this video earlier today which makes a really similar point (youtu.be/SKTsNV41DYg?...). At the end of the day the buck has to stop with a human, and for researchers we have to stand behind our work. Doing so using AI code tools might be (much?) more work than just coding it!

2 months ago 2 1 0 1

This major release of my lab's annotation tool, Potato 2.0, was a long time in the making but I'm really excited by all the new features (and quality of life improvements). If you're doing data annotation of any kind, check it out. Need any other features? We'd love to hear from you too!

2 months ago 29 4 1 2
CSE 598-004 - Building Small Language Models

The second new class I'm teaching is a very experimental graduate level seminar in CSE: "Building Small Language Models". I taught the grad level NLP class last semester (so fun!) but students wanted more—which of these new ideas work, and which work for SLMs? jurgens.people.si.umich.edu/CSE598-004/

3 months ago 32 9 2 1
PNAS Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...

After a multi-year effort led by my brilliant PhD advisee Ruth Bagley, this exciting work documenting large-scale racial disparities in media representations of gun violence is out today in PNAS: www.pnas.org/doi/10.1073/...

3 months ago 34 9 2 0

Very excited this work is out, many great chapters including a version of the fantastic MA thesis work of my former student Michael Senko (msenko1.github.io)!

4 months ago 6 2 0 0
Advertisement
Book cover of the collection entitled 'Battlefield Linguistics: Queer, Trans, and Feminist Interventions in Linguistics and Discursive Change', edited by Scott Burnett and Francesca Vigo.

Book cover of the collection entitled 'Battlefield Linguistics: Queer, Trans, and Feminist Interventions in Linguistics and Discursive Change', edited by Scott Burnett and Francesca Vigo.

💪 Congratulations to @burscott.bsky.social and Francesca Vigo on the publication of their impressive collection!

👉 Details here: www.degruyterbrill.com/document/doi/10.1515/9783111351568/html#overview

@montreallx.bsky.social @kleonichka.bsky.social @helensauntson.bsky.social @robvoigt.bsky.social

4 months ago 27 13 0 3
Preview
SCiL 2026 SCiL 2026 July 3rd and 4th San Diego, CA

For everyone working on the intersections between linguistic and computational research, consider submitting to the upcoming SCiL! We're very excited that it will be co-located with ACL 2026 as a workshop, and we've also received NSF funding to help cover costs.

sites.google.com/view/scil2026

4 months ago 20 10 0 1
Screenshot of a figure with two panels, labeled (a) and (b). The caption reads: "Figure 1: (a) Illustration of messages (left) and strings (right) in toy domain. Blue = grammatical strings. Red = ungrammatical strings. (b) Surprisal (negative log probability) assigned to toy strings by GPT-2."

Screenshot of a figure with two panels, labeled (a) and (b). The caption reads: "Figure 1: (a) Illustration of messages (left) and strings (right) in toy domain. Blue = grammatical strings. Red = ungrammatical strings. (b) Surprisal (negative log probability) assigned to toy strings by GPT-2."

New work to appear @ TACL!

Language models (LMs) are remarkably good at generating novel well-formed sentences, leading to claims that they have mastered grammar.

Yet they often assign higher probability to ungrammatical strings than to grammatical strings.

How can both things be true? 🧵👇

5 months ago 92 21 2 3

Tenure-track phonology position at UChicago!

6 months ago 7 6 1 1
Preview
Tenure-Track Assistant Professor, Sociology of Gender University of California, Davis is hiring. Apply now!

UC Davis is looking to appoint a Tenure-Track Assistant Professor in the Sociology of Gender recruit.ucdavis.edu/JPF07293

7 months ago 10 8 1 0
Speech and Language Processing Speech and Language Processing

Now that school is starting for lots of folks, it's time for a new release of Speech and Language Processing! Jim and I added all sorts of material for the August 2025 release! With slides to match! Check it out here: web.stanford.edu/~jurafsky/sl...

7 months ago 150 58 3 4

congrats - this looks really exciting and powerful Michael, looking forward to reading it!!

8 months ago 2 0 1 0

Four papers accepted at the #EMNLP2025 main conference!
1️⃣ Thinking Out Loud: Do Reasoning Models Know When They’re Right?
2️⃣ Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models

In these two papers, we look into...

8 months ago 10 3 1 0

woohoo congrats!!

8 months ago 2 0 0 0
Advertisement
Preview
Robin Lakoff, Expert on Language and Gender, Is Dead at 82

“A woman using a public voice is in trouble.”

Gift link: www.nytimes.com/2025/08/15/u...

8 months ago 61 12 5 2
Apply - Interfolio {{$ctrl.$state.data.pageTitle}} - Apply - Interfolio

UMich Ling is hiring for a cluster hire position in AI and Linguistics! Come work in a fabulous department with great grad students, supportive colleagues, and one overly school-spirited nut who will tell you where all the fun stuff is on campus.

apply.interfolio.com/171006

8 months ago 16 15 0 0
Preview
Leveraging Human Production-Interpretation Asymmetries to Test LLM Cognitive Plausibility Suet-Ying Lam, Qingcheng Zeng, Jingyi Wu, Rob Voigt. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). 2025.

I just gave a virtual presentation at ACL 2025 on our work about the production–interpretation asymmetry in reference processing in LLMs. If you’re into computational psycholinguistics or the LLMs x cognitive science space, give it a read!
aclanthology.org/2025.acl-sho...
@robvoigt.bsky.social

8 months ago 9 3 0 0
Preview
NYU LLM + cognitive science post-doc interest form Tal Linzen's group at NYU is hiring a post-doc! We're interested in creating language models that process language more like humans than mainstream LLMs do, through architectural modifications and int...

I'm hiring at least one post-doc! We're interested in creating language models that process language more like humans than mainstream LLMs do, through architectural modifications and interpretability-style steering. Express interest here: docs.google.com/forms/d/e/1F...

10 months ago 42 21 2 1
Preview
Post-Doctoral position - Department of Linguistics University of California, Davis is hiring. Apply now!

I'm hiring a postdoc to start this fall! Come work with me? recruit.ucdavis.edu/JPF07123

10 months ago 25 25 0 1

wow this looks super cool!! excited to check it out.

10 months ago 1 0 1 0

congrats!!!

11 months ago 2 0 0 0
Post image

This statement from the NSF is insane.

Science is, in essence, designed to separate the true from the false.

Understanding how falsehoods spread is key to the scientific endeavor. It is not a violation of free speech to be proven wrong.

1 year ago 2636 996 98 109
The idea that human cognition is, or can be understood as, a form of computation is a useful conceptual tool for cognitive science. It was a foundational assumption during the birth of cognitive science as a multidisciplinary field, with Artificial Intelligence (AI) as one of its contributing fields. One conception of Al in this context is as a provider of computational tools (frameworks, concepts, formalisms, models, proofs, simulations, etc.) that support theory building in cognitive science. The contemporary field of Al, however, has taken the theoretical possibility of explaining human cognition as a form of computation to imply the practical feasibility of realising human(-like or -level) cognition in factual computational systems; and, the field frames this realisation as a short-term inevitability. Yet, as we formally prove herein, creating systems with human(-like or -level) cognition is intrinsically computationally intractable.

The idea that human cognition is, or can be understood as, a form of computation is a useful conceptual tool for cognitive science. It was a foundational assumption during the birth of cognitive science as a multidisciplinary field, with Artificial Intelligence (AI) as one of its contributing fields. One conception of Al in this context is as a provider of computational tools (frameworks, concepts, formalisms, models, proofs, simulations, etc.) that support theory building in cognitive science. The contemporary field of Al, however, has taken the theoretical possibility of explaining human cognition as a form of computation to imply the practical feasibility of realising human(-like or -level) cognition in factual computational systems; and, the field frames this realisation as a short-term inevitability. Yet, as we formally prove herein, creating systems with human(-like or -level) cognition is intrinsically computationally intractable.

🚨Our paper `Reclaiming AI as a theoretical tool for cognitive science' is now forthcoming in the journal Computational Brain & Behaviour. (Preprint: osf.io/preprints/ps...)

Below a thread summary 🧵1/n

#metatheory #AGI #AIhype #cogsci #theoreticalpsych #criticalAIliteracy

1 year ago 485 168 22 63
Advertisement
Post image

Cory Booker has taken the Senate floor and plans to filibuster as long as he’s physically able to protest the complete disregard for the rule of law by Trump and Musk.

Watch here: www.c-span.org/event/us-sen...

1 year ago 12143 3004 435 1002

We have had nearly two decades of panic about Free Speech on Campus and not a single case, not even the ones they made up, were as bad as what's happening now

1 year ago 17725 6390 171 157
Preview
The shame of Columbia University In surrendering to Trump, it's opening all universities to Trump's tyranny

The Shame of Columbia: violating academic freedom

“Not even during the communist witch hunts of the early 1950s did a university agree to put an entire academic department under special oversight because of what its faculty researched or taught.”
open.substack.com/pub/robertre...

1 year ago 985 406 32 24
Preview
Columbia Concedes to Trump’s Demands After Federal Funds Are Stripped The administration has moved to cut $400 million in federal funding to the university without changes to its policies and rules.

Columbia University has failed to defend academic freedom & freedom of speech & allowed a great institution to be bullied & extorted into submission by an administration hellbent on contorting higher education to their will.

The AAUP condemns this capitulation. We can & must fight back.

1 year ago 2131 761 41 57