Superb keynote by Lidong Zhou at #NeurIPS2024 in Vancouver, BC (Canada) on how systems thinking can help to overcome AI challenges. Scaling is so important for AI to work, but from a systems point of view, this is scary. #AI #NeurIPS #efficiency #trust #infusion
Academia has a travel problem.
Attending faraway conferences is ecologically unsustainable, and creates a huge barrier to entry for people who are disabled, have care duties, or lack resources, among others.
One piece of the solution is to create local satellites of major conferences. This idea has been successfully implemented in Paris for #NeurIPS for a few years, and I'm happy to have joined the advising committee of NeurIPS@Paris (Dec 4&5 this year)
Check it out: https://neuripsinparis.github.io/neurips2024paris/
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1. The goal is to estimate what % (“alpha”) of the *reviews* are significantly modified by AI (i.e., not just minor edits to correct grammatical errors). They discovered out of AI conferences #CoRL, #ICLR, #EMNLP, #NeurIPS, and #NaturePortfolio, *all* but the last exhibit sharp increases in alphas after the launch of ChatGPT (Nov 2022). In particular 10.6% of ICLR 2024 and 16.9% of EMNLP 2024 reviews are substantially modified by AI.
@tante guter Punkt, zumindest das vorvorletzte (#EMNLP ) und das vorletzte (#NeurIPS ) scheinen Conference Paper zu sein, beide wurden anscheinend auch accepted.
Ich bin jetzt kein Experte, aber zumindest gibts bei beiden ein Review, das über Annahmen entscheidet: https://neurips.cc/Conferences/2023/ReviewerGuidelines und https://balhafni.github.io/EMNLP_2022/blog/paper-review-process/
Sieht auf den ersten Blick solide aus und schonmal besser als irgendwelche Predatory Journals (auch wenn es „nur“ Konferenzpublikationen sind).
The exhibit hall at #NeurIPS 2023 in New Orleans, LA is always a great place to learn about new products. This Intel #Gaudi2 AI hardware accelerator is offering good value for money for speeding up LLM fine tuning and inference. #ArtificialInteligence #largelanguagemodels
#neurips keynote
(with my live jetlagged interpretation)
from
@StableDiffusion
creator:
scaling is not the solution
A keynote to restart the debate #scalemodels
#LLMs #MachineLearning #GPTs
#ML #NLP #nlproc #GPT
The "Climate Change AI" research field has really blown up quickly. This Saturday the #NeurIPS session is free to view online, and take a look at this list of papers - so much interesting technical work! https://neurips.cc/virtual/2023/workshop/66543 #climatechangeai #deeplearning #AI4good #ccai
Learn about the NeurIPS 2023 Machine Unlearning Challenge https://www.fosslife.org/new-machine-unlearning-challenge #MachineLearning #AI #research #privacy #ethics #NeurIPS
