Author(s) - 201307556 :: Rajesh Kumar - 201307593 :: Kiran Raj S R - 201307635 :: Abhinav Yadav
Date - October 22, 2013
Filename - ./supervised.py
Description - HMM based POS tagger using supervised learning technique.
Usage - python supervised.py <test_file_path>
Example - To execute for hindi, telugu, kannada, tamil enter the below line. - python supervised.py 0 ./data/hindi_testing.txt - python supervised.py 1 ./data/telugu_testing.txt - python supervised.py 2 ./data/kannada_testing.txt - python supervised.py 3 ./data/tamil_testing.txt
Output - ./output/tags.txt - For each word in test file, will be printed in output file.
Argument Details
-- "language"
~ 0 - Hindi
~ 1 - Telugu
~ 2 - Kannada
~ 3 - Tamil
-- "test_file_path"
~ Path of the file that contains testing sentences.
~ Each line should contain one sentence.
~ See ./data/hindi_testing.txt for reference.
Author(s) - 201307556 :: Rajesh Kumar - 201307593 :: Kiran Raj S R - 201307635 :: Abhinav Yadav
Date - October 22, 2013
Filename - ./unsupervised.py
Description - HMM based POS tagger using unsupervised learning technique.
Usage - python unsupervised.py <test_file_path>
Example - To execute for hindi, telugu, kannada, tamil enter the below line respectively. - python unsupervised.py 0 ./data/hindi_testing.txt - python unsupervised.py 1 ./data/telugu_testing.txt - python unsupervised.py 2 ./data/kannada_testing.txt - python unsupervised.py 3 ./data/tamil_testing.txt
Output - ./output/_clusters.txt - For each clusters, words in that clusters will be printed in output file. - ./output/tags_unsupervised.txt - For each word in test file, will be printed in output file.
Argument Details
-- "language"
~ 0 - Hindi
~ 1 - Telugu
~ 2 - Kannada
~ 3 - Tamil
-- "test_file_path"
~ Path of the file that contains testing sentences.
~ Each line should contain one sentence.
~ See ./data/hindi_testing.txt for reference.