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elanapearl.github.io | ||
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distill.pub
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| | | | | By using feature inversion to visualize millions of activations from an image classification network, we create an explorable activation atlas of features the network has learned and what concepts it typically represents. | |
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resources.paperdigest.org
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| | | | | The ACM Conference on Information and Knowledge Management (CIKM) is an annual computer science research conference dedicated to information management and knowledge management. Paper Digest Team analyze all papers published on CIKM in the past years, and presents the 15 most influential papers for | |
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thesephist.com
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| | | | | [AI summary] The text provides an in-depth overview of research on sparse autoencoders (SAEs) applied to embeddings for automated interpretability. It discusses methods for analyzing and manipulating embeddings, including feature extraction, gradient-based optimization, and visualization tools. The work emphasizes the importance of understanding model representations to improve human-computer interaction with information systems. Key components include: 1) Automated interpretability prompts for generating feature labels, 2) Feature gradients implementation for optimizing embeddings to match desired feature dictionaries, and 3) Visualizations of feature spaces and embedding transformations. The text also includes FAQs addressing the use of embeddings over lan... | |
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www.blopig.com
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| | | [AI summary] This blog post provides an overview of different levels of LLM coding tools, discussing their capabilities, use cases, and limitations. | ||
