Context steering creates inductive task-oriented embeddings from compression dissimilarities by steering hierarchical clustering to amplify class-distinctive information.
Is the contextual information relevant in text clustering by compression? EXPERT SYSTEMS WITH APPLICATIONS, 39(10):8537–8546, August 2012
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Context Steering: A New Paradigm for Compression-based Embeddings by Synthesizing Relevant Information Features
Context steering creates inductive task-oriented embeddings from compression dissimilarities by steering hierarchical clustering to amplify class-distinctive information.