Word Similarity Program Using Word2Vec
Budget: £250 – £750 GBP
I'm looking for a program that takes two plain text inputs of sentences or words, breaks them down into individual words, and uses Word2Vec (cosine) to cross-reference every word from input one against every word in input two. The program should output a similarity score based on an aggregate of the Word2Vec cosine values. Happy to explain more clearly where i have less character constraints.
Key Requirements:
- The program must take plain text inputs.
- Punctuation in the input text must be ignored.
- The output should be a single similarity score based on some aggregation of the individual Word2Vec cosine values.
Ideal Skills and Experience:
- Strong understanding of natural language processing.
- Experience with Word2Vec and cosine similarity.
- Proficient in programming languages suitable for text processing and machine learning, such as Python.
Key Requirements:
- The program must take plain text inputs.
- Punctuation in the input text must be ignored.
- The output should be a single similarity score based on some aggregation of the individual Word2Vec cosine values.
Ideal Skills and Experience:
- Strong understanding of natural language processing.
- Experience with Word2Vec and cosine similarity.
- Proficient in programming languages suitable for text processing and machine learning, such as Python.