{'fraction_non_alphanumeric': 0.01971326164874552, 'fraction_numerical': 0.0, 'mean_word_length': 5.3522727272727275, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Microsoft Natural Language Understanding System and Grammar Checker

The Natural Language Processing (NLP) group at Microsoft Research has been working for over five years on the development of a broad-coverage NL understanding system. In the last two years, the NLP group has been joined by the World Languages Research group, whose current mission is to extend the NLP group's technology to both European and Far-Eastern languages, and by the Natural Language Development group, which is responsible for transferring the technology into Microsoft products.