Spell-Check

Spelling Correction using Noisy Channel Models

Requirements

1. Fuzzy==1.2.2
2. weighted-levenshtein==0.1
3. cPickle
4. tqdm
5. numpy
6. nltk (for stopwords removal)

Usage:

1. To run word-level spell-correction, run python src/correct.py <input_file_path> <output_file_path>
2. To run phrase-level spell-correction, run python src/phrases.py <input_file_path> <output_file_path>
3. To run sentence-level spell-correction, run python src/sentences.py <input_file_path> <output_file_path>