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Add documentation for the dirgram model
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danieldk committed Jun 12, 2019
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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -12,6 +12,7 @@ word embeddings. finalfrontier currently has the following features:
* Models:
- skip-gram (Mikolov et al., 2013)
- structured skip-gram (Ling et al., 2015)
- directional skip-gram (Song et al., 2018)
- dependency (Levy and Goldberg, 2014)
* Noise contrastive estimation (Gutmann and Hyvärinen, 2012)
* Subword representations (Bojanowski et al., 2016)
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5 changes: 3 additions & 2 deletions man/ff-train-skipgram.1.md
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Expand Up @@ -75,8 +75,9 @@ OPTIONS

`--model` *MODEL*

: The model to use for training word embeddings. The choices here are
*skipgram* for the skip-gram model (Mikolov et al., 2013) and
: The model to use for training word embeddings. The choices here are:
*dirgram* for the directional skip-gram model (Song et al., 2018),
*skipgram* for the skip-gram model (Mikolov et al., 2013), and
*structgram* for the stuctured skip-gram model (Ling et al. 2015).

The structured skip-gram model takes the position of a context word
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