Semantic Similarity
A Java command-line tool used to analyze the semantic usage of words in a text file to understand their meanings and group similar words together.
Dependencies
- opennlp.tools v1.8.3 (for word stemming)
Commands
- help - Print the supported commands
- index - parameters: FILE - Read in and index the file given by the parameter FILE
- sentences - Prints sentences generated by the index command and prints the number of sentences stored
- vectors - Prints every semantic descriptor vector for each unique word
- topj - parameters: QUERY WORD, INTEGER - Prints the J (INTEGER) most similar words to Q (QUERY WORD)
- measure - parematers: CALCULATION TYPE - Changes the similarity calculation for topj depending on the input word
- quit - Quit this program