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Embeddings are underrated (2024)

(technicalwriting.dev)
484 points jxmorris12 | 1 comments | 12 May 25 15:05 UTC | HN request time: 2.159s | source
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nakedneuron ◴[12 May 25 22:46 UTC] No.43968176[source]▶
Question for the experts: As embeddings in question reflect content is there another vector for style? I was wondering if stylometry research would profit from embeddings becoming more easily accessible than ever. I dug my head into this matter some time ago and believe this would be the right tool.
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1. navar ◴[13 May 25 01:02 UTC] No.43968836[source]▶
Embeddings as a tool have been around for longer than LLMs. They were (and are) ubiquitous in, e.g., recommender systems. It sounds maybe this would be more in-line with what you are looking for. In this case, check out https://github.com/benfred/implicit - I have used it in the past with great success.