Sameer Singh

@sameer_

Cofounder @SpiffyAI (aka Envive AI) and Prof at @UCIrvine, works on reliable LLMs, explanations for AI+ML, safety for NLP, and debugging/evaluation.

Irvine, CA

sameersingh.org

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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
@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
@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!
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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! 🧵
From Research to Commercialization: A Fireside Chat with Senior AI Leaders · Luma
From luma.com
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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)
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