Sameer Singh
@sameer_
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Cofounder/CTO @SpiffyAI and Prof at @UCIrvine, working on reliable LLMs, explanations for AI+ML, adversaries for NLP, and debugging/evaluation.
Irvine, CA
Joined March 2009
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 🧵
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 https://t.co/FNDJ8nGKEV
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The viral new "Definition of AGI" paper has fake citations which do not exist. And it specifically TELLS you to read them! Proof: different articles present at the specified journal/volume/page number, and their titles exist nowhere on any searchable repository.
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Excited to present our work at #ACL2025NLP's Panel 2: LLM Alignment! 🚀 One of just 25 papers selected for panel out of 8300+ submissions—don't miss it! 🌐 Project: https://t.co/nLZhLErtBj 🆕 Code (API & caching): https://t.co/iTKiDwLxKC 🆕 Interactive Demo:
Alignment is necessary for LLMs, but do we need to train aligned versions for all model sizes in every model family? 🧐 We introduce 🚀Nudging, a training-free approach that aligns any base model by injecting a few nudging tokens at inference time. 🌐 https://t.co/nLZhLErtBj
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Happy New Year! 🎉 2025 will be the only square year (45²) in many of our lifetimes.
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Also reach out if you are interested in applying to the UCI faculty position in AI (broadly defined), all levels. A few of us are at #NeurIPS2024, and happy to find time to tell you more about the campus and the department (it's a really exciting place!)
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Application link for the senior machine learning engineer role here: https://t.co/SuXMQBQPc1 We're looking for folks interested in agents, RL, post-training, performance optimization, fine-tuning, evaluation and red teaming LLMs, on real world users and deployed products.
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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 https://t.co/kgmOetZvYT Also @SpiffyAI is hiring ML engineers & @UCIbrenICS is hiring AI faculty, pls reach out to chat! 🧵
luma.com
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…
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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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Come listen to the hot takes of our panelist in the Brickell room! Do we still need generalisation evaluation? 🧐 #GenBench2024 #EMNLP2024
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One nice thing I learned from this episode is that nothing will happen to you if you ignore Underline's requests to upload slides, posters and recordings of your talk a month in advance, and in the future I encourage you to spend your time on more productive pursuits!
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Had a great time at #EMNLP2024! Met lots of old friends and new. Having the entire #UCINLP group around made it one of the most fun conferences I have attended!
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Poster at 10:30am on Wednesday!
📣 Curious about how language models handle linguistic uncertainty—and how they stack up against human interpretation? Our EMNLP 2024 paper dives deep! 🌊 Check it out: https://t.co/xrl5rKBcoj and meet us in Miami next week! 😄 #EMNLP2024 🧵[0/9]
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📣 Curious about how language models handle linguistic uncertainty—and how they stack up against human interpretation? Our EMNLP 2024 paper dives deep! 🌊 Check it out: https://t.co/xrl5rKBcoj and meet us in Miami next week! 😄 #EMNLP2024 🧵[0/9]
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Interested in how many images of a concept are needed for text-to-image models to imitate them, or privacy and copyright implications of text-to-image models? Check out our work led by @Sahil1V ⬇️
📣 📣 📣 Our new paper investigates the question of how many images 🖼️ of a concept are required by a diffusion model 🤖 to imitate it. This question is critical for understanding and mitigating the copyright and privacy infringements of these models! https://t.co/bvdVU1M0Hh
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Alignment is necessary for LLMs, but do we need to train aligned versions for all model sizes in every model family? 🧐 We introduce 🚀Nudging, a training-free approach that aligns any base model by injecting a few nudging tokens at inference time. 🌐 https://t.co/nLZhLErtBj
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Thank you, @sameer_ and @CatarinaBelm, for inviting and hosting me at UCI yesterday! I loved meeting everyone and giving a talk on 🌎 AppWorld ( https://t.co/hxEWKQGsAV)!
📢 I am giving a talk on 🌎 AppWorld & its future works at 13+ universities (USC, UCI, Stanford, Berkeley, Princeton, JHU, ..) and companies (Ai2, Google, Apple, Semantic Machines, ..) in the next 1-2 months 📅 Schedule+Details: https://t.co/wAYRX6irNu
https://t.co/HQ43CnnN7W
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LinkedIn is using your data to train generative AI. If you don't want that you need to opt out manually Opt-out link: https://t.co/Fm2v6rONOm
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