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Joel Zachariah

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#machine learning Preprint Sep 2026

Doc2LoRA Provides Decodable Representations of Scientific Ideas

Representing scientific papers as points in a space lets us search for similar papers and inquire about how fields relate to one another and drive innovation. Beyond search, the vector space of papers invites generation: mixing papers through simple vector operations creates new points, mirroring combinatorial novelty,...

Chand Sahil Mansuri, Joel Zachariah, Sadamori Kojaku · 0 citations

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