Vagrant Gautam

@dippedrusk.com

I do research on trustworthy natural language processing (making computers process human language fairly+faithfully) pronouns: xe/they (Deutsch: keine) nouns: computer scientist, linguist, birder adjectives: trans, queer, autistic https://dippedrusk.com

This is the one book I wish literally everyone working in NLP/AI would read. All of Weizenbaum's work is so incredibly relevant even after 50 years that I end up highlighting every third sentence every time I read it. This thread contains some great examples.

M.J. Crockett@mjcrockett.bsky.social · last mo.

Joseph Weizenbaum's 1976 book, Computer Power and Human Reason, has long been out of print - used copies sell for hundreds of dollars. It's wild that this is not more widely available given how much his ideas still apply to the world we're in now. 🧵/

I will be presenting our work titled "Making a Name for Myself: On Academic Naming Policies and their Impact" this week at #FAccT2026. This paper talks about why names matter, why name change policies are important, how people benefit from it and what's still left to do.

Making a Name for Myself: On Academic Naming Policies and their
Impact
A PRANAV, Trustworthy AI Lab, University of Hamburg, Germany
VAGRANT GAUTAM, Heidelberg Institute for Theoretical Studies, Germany
MARTIN MUNDT∗
, University of Bremen, Germany
JORDAN TAYLOR∗
, Carnegie Mellon University, USA
ARJUN SUBRAMONIAN∗
, Queer in AI, USA
FRANZISKA SOFIA HAFNER∗
, University of Oxford, United Kingdom
DANIEL CHECHELNITSKY∗
, Carnegie Mellon University, USA
WILLIAM AGNEW∗
, Carnegie Mellon University, USA
ANNE LAUSCHER∗
, Trustworthy AI Lab, University of Hamburg, Germany

I'm looking for a new PhD student to come join me at UAlberta & Amii to study trans perspectives on AI policy & the future of AI as part of my new lab. The position is fully funded and offers access to a range of supports - more details in the poster below!

Flyer with qualifications and details for the PhD position.

Virginia Eubanks: I find the philosophy that sees human beings as unknowable black boxes and machines as transparent deeply troubling... The presumption that human decision-making is opaque and inaccessible is an admission that we have abandoned a social commitment to try and understand each other.

I will be - at the Aarhus conference 🇩🇰 on Monday for our workshop on representation + representativeness with synthetic data - living in Heidelberg 🇩🇪 in 2 weeks - in Edinburgh 🏴󠁧󠁢󠁳󠁣󠁴󠁿 in late September giving a talk at the ILCC (on reasoning about reference, probably) - in Montreal 🇨🇦 in October for COLM

Have you or a loved one been misgendered by an LLM? How can we evaluate LLMs for misgendering? Do different evaluation methods give consistent results? Check out our preprint led by the newly minted Dr. @arjunsubgraph.bsky.social, and with Preethi Seshadri, Dietrich Klakow, Kai-Wei Chang, Yizhou Sun

Agree to Disagree? A Meta-Evaluation of LLM Misgendering

Numerous methods have been proposed to measure LLM misgendering, including probability-based evaluations (e.g., automatically with templatic sentences) and generation-based evaluations (e.g., with aut...

arxiv.org

I'm teaching for the first time this semester and I am thrilled with how my concepts class is going! We discussed interpretability today after reading 2 critique papers (Lipton's Mythos of Model Interpretability and Krishnan's Against Interpretability) and 2 content papers: Patchscopes and RAVEL. 🧵

Title slide: Defining and Measuring Abstract Concepts in NLP, Vagrant Gautam (they/them). The slide features a meme of a felt mouse in a hat carrying berries and some sort of sceptre is on the right, with the text "I am plagued by concepts."

Announcing our first workshop keynote! "Processing Trans Languaging" by Vagrant Gautam @dippedrusk.com at 13:30 - 14:30 MDT on May 4, 2025 Read on for a description of the talk! 🧵

A headshot of Vagrant. Vagrant is outdoors, wearing a black jacket and spiked choker, and smiling.
Queer in AI@queerinai.com · last yr.

🚨 FINAL REMINDER 🚨 Whether you're exploring queer linguistics/NLP or queer activism/D&I, the Queer in AI workshop at #NAACL2025 is the place to be! 📅 Submission Deadline: *Feb 20, 2025 AoE* Let’s make #NAACL2025 the queerest one yet! All details 👉 queerinai.com/naacl-2025 #QueerInAI #NLProc

Decorative graphic for call for contributions. Graphic reads: "We're seeking research papers, extended abstracts, position papers, opinion pieces, surveys, or media pieces for Queer in AI Workshop at NAACL 2025! Topic of Intrest: Queer Issues in NLP and Linguistics"

If you were ever curious about the timeline of name changes as a Canadian immigrant in Germany, here's my data spanning 2 years for just the most important stuff. This does not include everywhere else I had to change my name, i.e., phone companies in Germany and Canada, public transit apps,

Gantt chart of Vagrant's name change schedule spanning over 2 years, from April 2022 to June 2024. The legal name change, passport and visa are all plotted, along with the timeline for banks and universities in Canada and Germany, and 2 papers in PLOS One (which took almost 2 full years) and the ACL Anthology, which was done in less than a month with a pull request I made myself. In general, the German things took much longer than the Canadian things. The legal name change itself took nearly a year, a saga that I've chronicled in an old blog post, as did changing my name with my German bank, because they wouldn't accept just a legal name change - they also wanted my passport and visa to be updated (which are linear dependencies). Similarly, Saarland University would not just allow me to have Vagrant Gautam as my display name on Teams for other students and my instructors to see, and instead they waited for my entire legal name change process to be complete before I could have the dignity of being recognized by my own name.