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adeshpande3 avatar adeshpande3 commented on September 13, 2024

Yeah, I guess the answer to this depends on the complexity of your NLP task as well as the computational power you have, and also the amount of training data you have. Because there are all these factors, it makes it difficult to recommend one particular size, and I don't think there are any papers that say one size is better than another. My intuition is the larger your vectors are, the more info you can pack into them and thus the better they will be. However, this is also dependent on whether or not your training corpus is even large enough to be able to learn accurate vector representations. Long story short, I think this is more of a trial/error hyperparameter you need to play around with. Although, I would love to hear if there is a particular size that worked the best for you.

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OrangeAaron avatar OrangeAaron commented on September 13, 2024

I'm not seeing where the results of that question are even used in the python code provided, can you direct me to where in the code that even gets used?

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Jessegoodspeed avatar Jessegoodspeed commented on September 13, 2024

line 149 of Seq2Seq.py is prompted if you do not use the word2vec.py script.

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OrangeAaron avatar OrangeAaron commented on September 13, 2024

line 149 of Seq2Seq.py is prompted if you do not use the word2vec.py script.

Yes I see it prompted, but I don't see the results ever passed into anything after it's read in from the terminal? Where are the word dimensions ever used?

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