From c50923c1f7400786d9bb08f25228475cef1b0f66 Mon Sep 17 00:00:00 2001 From: Keyhan Vakil Date: Fri, 11 Oct 2019 19:05:12 +0000 Subject: [PATCH] Correctly merge lowercase and uppercase bigrams Some entries in the wordsegment/bigrams.txt file used to be duplicated. In particular, each bigrams was lowercased, but since some bigrams had an uppercase and lowercase appearance, the same bigram appeared in lowercase twice. The code only uses one of these entries, causing the frequency of these bigrams to be underestimated. The attached program lowercase_ngrams.py lowercases its input while merging the frequencies correctly. The wordsegment/bigrams.txt file is updated using this program. The wordsegment/unigrams.txt file did not have this issue, so it was not changed. A new test was added to tests/test_coverage.py, showing how "helloworld" is now correctly segmented as "hello world". Past iterations would segment this as "helloworld" because the frequency of the bigram was underestimated. --- lowercase_ngrams.py | 30 + tests/test_coverage.py | 4 + wordsegment/bigrams.txt | 100485 +++++++++++++------------------------ 3 files changed, 36316 insertions(+), 64203 deletions(-) create mode 100644 lowercase_ngrams.py diff --git a/lowercase_ngrams.py b/lowercase_ngrams.py new file mode 100644 index 0000000..ef8b89f --- /dev/null +++ b/lowercase_ngrams.py @@ -0,0 +1,30 @@ +"""Merges frequencies of uppercase and lowercase n-grams. + +For example, if the input looks like this: + + aa bb 5 + Aa bb 3 + Cc dd 2 + ee ff 1 + +This tool outputs: + + aa bb 8 + cc dd 2 + ee ff 1 + +""" +from __future__ import print_function + +import sys +from collections import Counter + +if __name__ == '__main__': + ngram_frequency = Counter() + for line in sys.stdin: + ngram, count = line.split('\t') + ngram, count = ngram.lower(), int(count) + ngram_frequency[ngram] += count + + for ngram, count in sorted(ngram_frequency.items()): + print(ngram, count, sep='\t') diff --git a/tests/test_coverage.py b/tests/test_coverage.py index 4dccf48..9e83bcd 100644 --- a/tests/test_coverage.py +++ b/tests/test_coverage.py @@ -93,6 +93,10 @@ def test_segment_12(): ] assert segment(''.join(result)) == result +def test_segment_13(): + result = ['hello', 'world'] + assert segment(''.join(result)) == result + def test_main(): main(['tests/test.txt']) result = os.linesep.join(('choose spain', 'this is a test')) + os.linesep diff --git a/wordsegment/bigrams.txt b/wordsegment/bigrams.txt index ec917e7..1f011fc 100644 --- a/wordsegment/bigrams.txt +++ b/wordsegment/bigrams.txt @@ -1,5 +1,5 @@ -0uplink verified 523545 0km to 116103 +0uplink verified 523545 1000s of 939476 100s of 539389 100th anniversary 158621 @@ -197,11 +197,11 @@ 6th in 104599 6th of 174234 70s and 171300 -7uplink begun 526965 7th and 249229 7th century 129058 7th grade 232691 7th of 159103 +7uplink begun 526965 80s and 180456 8am 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