Content-type: text/html Downes.ca ~ Stephen's Web ~ CHI 2024 Papers explorer

Stephen Downes

Knowledge, Learning, Community

This is a tool that allows you to search for relevant topics from among the 1763 papers presented at the ACM CHI Conference on Human Factors in Computing Systems (CHI 2024) conference. It returns a similarity graph plotting the most relevant matches to your search. You can filter for specific paper tracks and, interact with the scatterplot to explore the different papers. "The system works by computing sentence embeddings on the papers text, then applying dimensionality reduction on the embeddings to compute the scatterplot. You can even change the dimensionality reduction and embeddings algorithm and parameters." You may also enjoy the way the source code for this is presented. It calculates "CHI 2024 papers similarity using sentence embeddings via HuggingFace Transformer.js and dimensionality reduction methods using Druid.js."

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

Copyright 2024
Last Updated: Jun 14, 2024 01:59 a.m.

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