Sameer Singh

@sameer_

Safety at @AIatMeta and Prof at @UCIrvine, prev Cofounder @SpiffyAI (aka Envive), works on reliable LLMs, explanations for A, safety, and debugging/evaluation.

Irvine, CA sameersingh.org Joined March 2009

1.7K Following 7.5K Followers 2K Posts

Latest posts 5

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Sameer Singh @sameer_ Jan 24, 2023

This was a truly amazing year for #NLProc, and I tried my best to summarize it as well as I could. Thank for you the invitation, @samcharrington! Here's an annotated bibliography of the stuff I mentioned, warning: long 🧵

The TWIML AI Podcast Verified account @twimlai Jan 23, 2023

Today we’re back with a JAM-PACKED review of the field of NLP! Joined by @sameer_ of @UCIbrenICS/@allen_ai, we explore the release and implications of #ChatGPT and #RLHF and a host of other trends and projects that made waves last year.
Full interview at twimlai.com/podcast/twimla…

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Sameer Singh @sameer_ Apr 22

Really cool idea for speeding up LLM inference by a lot! Auto regressive doesn't have to be a barrier anymore 🙂

Felix Draxler Verified account @FelixDrRelax Apr 22

LLMs are autoregressive and slow? No! Parallel Token Prediction decodes multiple consistent tokens in one model call. PTP allows arbitrary dependencies in one call, unlike discrete diffusion. Practical: 2.4x speedup

github.com/mandt-lab/ptp
ICLR: Apr 23, morning poster P3-#608

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Sameer Singh @sameer_ Dec 3, 2025

I'll be at most of #NeurIPS2025, reach out if you'd like to chat!

Sameer Singh @sameer_ Dec 10, 2024

Excited about #NeurIPS2024, my 15th one I think! Eager to meet everyone & hear abt your work! But if you want to hear me, there's an exciting panel tonight lu.ma/v7oohp0u

Also @SpiffyAI is hiring ML engineers & @UCIbrenICS is hiring AI faculty, pls reach out to chat! 🧵

luma.com From Research to Commercialization: A Fireside Chat with Senior AI Leaders · Luma From Research to Commercialization Join us for a conversation with speakers who made the leap from top research institutions to industry and are shaping how…

Sameer Singh @sameer_ Nov 17, 2024

Had a fun week at #EMNLP2024 in Miami, meeting folks old and new, along with the #UCINLP lab retreat! See everyone at the next one!

(PS, mostly on b_sky going forward)