diyclassics
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latincy-w2v

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LatinCy w2v models

Details coming soon.

Evaluation

The models included here have been evaluated on an analogy task (details coming soon).

Analogy solved @1

Model	Accuracy
Latincy W2V CBOW 100-10 (v0.0.2)	0.581240
Latincy W2V CBOW 100-5 (v0.0.2)	0.580402
Latincy W2V CBOW 300-10 (v0.0.2)	0.628978
Latincy W2V CBOW 300-5 (v0.0.2)	0.623534
Latincy W2V CBOW 50-10 (v0.0.2)	0.437605
Latincy W2V CBOW 50-5 (v0.0.2)	0.436348
Latincy W2V SG 100-10 (v0.0.2)	0.522613
Latincy W2V SG 100-5 (v0.0.2)	0.548995
Latincy W2V SG 300-10 (v0.0.2)	0.472362
Latincy W2V SG 300-5 (v0.0.2)	0.479481
Latincy W2V SG 50-10 (v0.0.2)	0.389028
Latincy W2V SG 50-5 (v0.0.2)	0.414573

Analogy solved @5

Model	Accuracy
Latincy W2V CBOW 100-10 (v0.0.2)	0.781826
Latincy W2V CBOW 100-5 (v0.0.2)	0.798157
Latincy W2V CBOW 300-10 (v0.0.2)	0.820771
Latincy W2V CBOW 300-5 (v0.0.2)	0.819933
Latincy W2V CBOW 50-10 (v0.0.2)	0.660385
Latincy W2V CBOW 50-5 (v0.0.2)	0.674623
Latincy W2V SG 100-10 (v0.0.2)	0.749581
Latincy W2V SG 100-5 (v0.0.2)	0.773869
Latincy W2V SG 300-10 (v0.0.2)	0.739531
Latincy W2V SG 300-5 (v0.0.2)	0.745394
Latincy W2V SG 50-10 (v0.0.2)	0.635260
Latincy W2V SG 50-5 (v0.0.2)	0.656198

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Collection including diyclassics/latincy-w2v

LatinCy Vectors

3 items • Updated 7 days ago