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According to the Gensim Word2Vec, I can use the word2vec model in gensim package to calculate the similarity between 2 words.
e.g.
trained_model.similarity("woman", "man")
0.73723527
However, the word2vec model fails to predict the sentence similarity. I find out the LSI model with sentence similarity in gensim, but, which doesn"t seem that can be combined with word2vec model. The length of corpus of each sentence I have is not very long (shorter than 10 words). So, are there any simple ways to achieve the goal?
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How to calculate the sentence similarity using word2vec model of gensim with python __del__: Questions
How can I make a time delay in Python?
5 answers
I would like to know how to put a time delay in a Python script.
Answer #1
import time
time.sleep(5) # Delays for 5 seconds. You can also use a float value.
Here is another example where something is run approximately once a minute:
import time
while True:
print("This prints once a minute.")
time.sleep(60) # Delay for 1 minute (60 seconds).
Answer #2
You can use the sleep()
function in the time
module. It can take a float argument for sub-second resolution.
from time import sleep
sleep(0.1) # Time in seconds
How to calculate the sentence similarity using word2vec model of gensim with python __del__: Questions
How to delete a file or folder in Python?
5 answers
How do I delete a file or folder in Python?
Answer #1
os.remove()
removes a file.os.rmdir()
removes an empty directory.shutil.rmtree()
deletes a directory and all its contents.
Path
objects from the Python 3.4+ pathlib
module also expose these instance methods:
pathlib.Path.unlink()
removes a file or symbolic link.pathlib.Path.rmdir()
removes an empty directory.
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San Francisco | 2023-03-24
Simply put and clear. Thank you for sharing. How to calculate the sentence similarity using word2vec model of gensim with python and other issues with StackOverflow was always my weak point 😁. I am just not quite sure it is the best method
Singapore | 2023-03-24
Thanks for explaining! I was stuck with How to calculate the sentence similarity using word2vec model of gensim with python for some hours, finally got it done 🤗. Will get back tomorrow with feedback
New York | 2023-03-24
I was preparing for my coding interview, thanks for clarifying this - How to calculate the sentence similarity using word2vec model of gensim with python in Python is not the simplest one. Will get back tomorrow with feedback