Respect encoding when reading binary keyed vectors #3309
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Current implementation fails to read keyed vectors that have iso-8859-1 encoding in the words when encoded in binary format. An example of this type of a file can be seen in the turkuNLP finnish embeddings: http://dl.turkunlp.org/finnish-embeddings/finnish_s24_skgram.bin This file is quite trivial to load by passing the encoding to the vector loading function. It is also logical that when user asks KeyedVectors.load_word2vec_format(filename, binary=True, encoding='iso-8859-1') The library would try to load the file assuming that the matrix is in binary format and the words are encoded using iso-8859-1 encoding.
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Makes sense, thanks. If this works and all tests pass, let's include this PR in the upcoming release @mpenkov . |
Codecov Report
@@ Coverage Diff @@
## develop #3309 +/- ##
===========================================
- Coverage 81.43% 79.53% -1.90%
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Files 122 68 -54
Lines 21052 11783 -9269
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- Hits 17144 9372 -7772
+ Misses 3908 2411 -1497
Continue to review full report at Codecov.
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One test failed, can you check please @alhoo? |
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Current implementation fails to read keyed vectors that have iso-8859-1
encoding in the words when encoded in binary format. An example of this
type of a file can be seen in the turkuNLP finnish embeddings:
http://dl.turkunlp.org/finnish-embeddings/finnish_s24_skgram.bin
This file is quite trivial to load by passing the encoding to the vector
loading function. It is also logical that when user asks
KeyedVectors.load_word2vec_format(filename, binary=True, encoding='iso-8859-1')
The library would try to load the file assuming that the matrix is in
binary format and the words are encoded using iso-8859-1 encoding.