7/ Universal Prompt Retrieval – a new approach to tune a lightweight and versatile retriever to automatically retrieve prompts to improve zero-shot performance and help mitigate hallucinations.
AI
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ConvMixer: Parameter-Efficient Alternative to Vision Transformers
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8/ Patches Are All You Need – proposes ConvMixer, a parameter-efficient fully-convolutional model which replaces self-attention and MLP layers in ViTs with less-expressive depthwise and pointwise convolutional layers.
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Deep RNNs Recovery for Long-Range Reasoning Tasks
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6/ Resurrecting RNNs – demonstrates that careful design of deep RNNs using standard signal propagation arguments can recover the performance of deep state-space models on long-range reasoning tasks.
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Top ML Papers of the Week: GPT-4 and Language Models
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Top ML Papers of the Week (Mar 13 – Mar 19): – GPT-4
– FlexGen
– NeRFMeshing – Resurrecting RNNs
– An Overview of Language Models
– Universal Prompt Retrieval for LLMs
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GPT-4 Large Multimodal Model Advances General Knowledge
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1/ GPT-4 – a large multimodal model with broader general knowledge and problem-solving abilities. https://t.co/drO0DXfZK9
— DAIR.AI (@dair_ai) 19 mars 20231/ GPT-4 – a large multimodal model with broader general knowledge and problem-solving abilities.
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LERF: Language Embeddings in 3D Radiance Fields
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2/ LERF (Language Embedded Radiance Fields) – a method for grounding language embeddings from models like CLIP into NeRF; this enables open-ended language queries in 3D.https://t.co/0zbkWzzTUT
— DAIR.AI (@dair_ai) 19 mars 20232/ LERF (Language Embedded Radiance Fields) – a method for grounding language embeddings from models like CLIP into NeRF; this enables open-ended language queries in 3D.
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Reputation and Personal Relationships Shape Academic Opportunities
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Academic opportunities are very much based on "reputation." Which is a mix of all sorts of factors, including how much people "like you." So yeah I'm sure it happens. But it's impossible to know when it does, so I don't dwell on it.
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LLMs Generate Fake URLs of Real News Websites
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Yes I’ve found anecdotally it generates fake urls of real news websites (including ours) when referencing information..
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Artificial Intelligence May Lead To Formation Of New Religions
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Gods In Machine? Rise Of Artificial Intelligence May Lead To New Religions – NDTV Read more here: https://
ift.tt/iOFVjDa #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT -
China’s Competitive Edge in Artificial Intelligence Development
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Why China has an edge on artificial intelligence – Harvard Gazette Read more here: https://
ift.tt/Sg2uwXh #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT