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Instrucciones: https://radimrehurek.com/gensim/auto_examples/index.html#documentation
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For your coding for the debate club, learn about the **Latent Semantic Analysis** to help you to create the output 'score' for each person who is debating for and against the argument.
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https://arxiv.org/abs/1212.3900v2
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1. Semantic diversity (semD)
- A measure of the distance between various contexts in which a word appears. Low diversity values indicate that a word is used in very narrow contexts (e.g. spinach), wh…
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@d97hah suggested that we could also use Latent Semantic Analysis or Random Indexing to compare similarity between texts.
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Hi,all,Recently I invented a new ranking algorithm inspired by the theory of spread activation and probabilistic model, which can find the latent semantic relationship between docs and terms and is al…
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I tried the Latent Semantic Analysis tool. I have no idea how it works, but it seems like it did whatever it was supposed to, however, if you hit “HELP Documentation”, a window pops up with nothing in…
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Try the automated dimensionality setting for Latent Semantic Analysis, via MDL:
http://www.springerlink.com/content/500651582r310t05/
This means: reproduce Fig.1 from that article. See what it does …
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It looks like the function ac.tl.lsi is mostly just a call to `scipy.sparse.linalg.svds`.
https://github.com/scverse/muon/blob/d0e2c22896a6ea1c5617ed791ce4bf8b6ae1ab55/muon/_atac/tools.py#L52
I …