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Since Gensim's KeyedVectors class has a vector_size variable, I think this code should be rewritten to create a zero vector with reference to vector_size.
File "/root/.cache/pypoetry/virtualenvs/sktopic-L2WRRFYm-py3.9/lib/python3.9/site-packages/octis-1.10.0-py3.9.egg/octis/evaluation_metrics/coherence_metrics.py", line 180, in score
t = [0] * len(self._wv.__getitem__(topic[0]))
File "/root/.cache/pypoetry/virtualenvs/sktopic-L2WRRFYm-py3.9/lib/python3.9/site-packages/gensim/models/keyedvectors.py", line 395, in __getitem__
return self.get_vector(key_or_keys)
File "/root/.cache/pypoetry/virtualenvs/sktopic-L2WRRFYm-py3.9/lib/python3.9/site-packages/gensim/models/keyedvectors.py", line 438, in get_vector
index = self.get_index(key)
File "/root/.cache/pypoetry/virtualenvs/sktopic-L2WRRFYm-py3.9/lib/python3.9/site-packages/gensim/models/keyedvectors.py", line 412, in get_index
raise KeyError(f"Key '{key}' not present")
KeyError: "Key 'elsevi' not present"
The text was updated successfully, but these errors were encountered:
silviatti
changed the title
Please fix the code that is likely to cause KeyError in WECoherenceCentroid
Bug OOV words in WECoherenceCentroid
Dec 7, 2021
OCTIS version: 1.10.0
Python version :3.9.7
Operating System:
DISTRIB_ID=Ubuntu
DISTRIB_RELEASE=20.04
DISTRIB_CODENAME=focal
DISTRIB_DESCRIPTION="Ubuntu 20.04.2 LTS"
Description
In this line (https://github.com/MIND-Lab/OCTIS/blob/master/octis/evaluation_metrics/coherence_metrics.py#L180
), topic[0] contains a word, so if this is a word that is not included in self._wv, it will cause an error.
Since Gensim's KeyedVectors class has a vector_size variable, I think this code should be rewritten to create a zero vector with reference to vector_size.
Examples of error messages
The text was updated successfully, but these errors were encountered: