Clever paper — HyDE: Hypothetical Document Embeddings Instead of encoding the user's query to retrieve relevant documents, generate a "hypothetical" answer and encode that. Documents with right answers more similar to wrong answers than to questions. https://
arxiv.org/abs/2212.10496
MACHINE LEARNING
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HyDE: Generating Hypothetical Answers for Better Document Retrieval
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AI21 Labs Releases Paper on Grounded Text Generation and Fact Attribution
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We are proud to announce the release of our latest scientific paper about improving grounded text generation and fact attribution – for any off-the-shelf LMs!
Read more details about this exciting development and its implications for the future of #AI: -
Stay Updated on Latest AI Developments and Industry News
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Want to build the next big thing in AI but don't know where to start? Unwind AI's weekly newsletter is all you need to stay on the AI edge: Latest AI developments News from the Industry Tools of the Trade Hot Takes AI Meme of the Week https://
unwindai.substack.com/p/on-the-way-t
o-super-ai-ntelligence
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Automate Image Annotation with pyOpenAnnotate or Custom Tools
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Blogtastic Tuesdays
Automate your annotation pipeline with pyOpenAnnotate or build your own annotation tool. Learn how to build a custom Annotation Tool from scratch. https://
learnopencv.com/building-autom
ated-image-annotation-tool-pyopenannotate/
… #annotationtool #customannotationtool #ai -
Fine-tuning in AI: Process Overview Without Deep Details
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It just touches upon the fine-tuning part, and talks about the process but doesn't go into detail about the tips and tricks.
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AI-powered distracted driving monitor tracks behaviors for insurers
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AI-powered Distracted Driving Monitor
— AI Breakfast (@AiBreakfast) 17 janvier 2023
Tracks arm placement, eye movement, gaze direction, head turns, and cell phone + seatbelt detection.
Coming to an insurance company near you… pic.twitter.com/ehn2Y4fkQSAI-powered Distracted Driving Monitor Tracks arm placement, eye movement, gaze direction, head turns, and cell phone + seatbelt detection. Coming to an insurance company near you…
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Chatbots Lack Causal Reasoning and Agency: Solutions Needed
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Existing chatbots are not causal reasoners. They lack agency. They treat their actions (what they said) as observations and not as interventions. Question: how do we fix this? @yudapearl I think there’s a few solutions, but I’d love to hear you thoughts. @eliasbareinboim
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GitHub sketch pandas extension implementation details
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yeah thats exactly what its doing https://
github.com/approximatelab
s/sketch/blob/main/sketch/pandas_extension.py#L184-L202
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AI-Assisted Data Science: Enhancing Productivity in Notebooks
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AI-assisted data science 🤯
— swyx 🐣 (@swyx) 16 janvier 2023
Stay in notebook without breaking flow, retaining full control over the output.
More productive than either human or AI would be alone.
Developers are first to benefit because we can build these things for ourselves before we build for others pic.twitter.com/7cZGa1sCd9AI-assisted data science Stay in notebook without breaking flow, retaining full control over the output. More productive than either human or AI would be alone. Developers are first to benefit because we can build these things for ourselves before we build for others
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Real-Time Feature Stores Transform Machine Learning Model Performance
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Just discovered the power of a real-time feature store for Machine Learning No more stale data, instant feature updates, and improved model performance. It's a game-changer for data science teams! Learn more