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@karlhigley@recsys.social

Post #2500834

2026-05-13 22:03 UTC

After poking around with basic text embeddings of TV show metadata (quite a lot), the only failure cases I’ve identified in similar item recommendations have more to do with missing or uninformative metadata than they do with any kind of technical issue. The biggest downside is that these embeddings don’t encode anything about popularity or perceived quality, which results in some obscure recs. Easy to fix with a minor amount of score boosting though.

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