Install

Run the following shell commands to setup the virtual environment and install dependencies

python -m venv venv             # initializes the virtual environment
./venv/scripts/activate         # Activates the virtual environment
pip install -r requirements.txt # installs dependencies

Running

The run script is src/main.py, you give it some text, in the terminal, as input and it returns to you the parts of speech it thinks each word is. You can use CTL+C to exit the program at any time.

Example

Input: A sentence about something.

Output: [['DET', 'NOUN', 'ADP', 'NOUN', '.']]

This means that our model thinks:

• A is a determinate
• sentence is a noun
• about is an adposition
• something is a noun
• . is punctuation

Tags to parts of speach

• VERB - verbs (all tenses and modes)
• NOUN - nouns (common and proper)
• PRON - pronouns
• ADJ - adjectives
• ADV - adverbs
• ADP - adpositions (prepositions and postpositions)
• CONJ - conjunctions
• DET - determiners
• NUM - cardinal numbers
• PRT - particles or other function words
• X - other: foreign words, typos, abbreviations
• . - punctuation