Abstract: Word2vec is a widely used algorithm for extracting low-dimensional vector representations of words. State-of-the-art algorithms including those by Mikolov et al. [1] , [2] have been ...

This repository has codes for implementing Rocchio Algorithm using both Tf-IDF and Word2Vec embedding. We also implement the algorithm using Query Expansion Constants are: alpha=1 beta=0.75 gamma is ...

Abstract: Word2Vec (Word to Vector) processes natural language by calculating the cosine similarity. However, the serial algorithm of original Word2Vec fails to satisfy the demands of training of ...

This project was conducted to evaluate the Police Super App Reviews by implementing the Support Vector Machine and Word2Vec algorithms. Analysis of analysis was conducted by focusing on the keywords ...

They collected 3.3 million abstracts of published materials science papers and fed them into an algorithm called Word2vec. By analyzing relationships between words the algorithm was able to ...

Furthermore, our identification algorithm can be used to assess ... cuisine style mixture using a barycentric Newton diagram; 2) the system can suggest ingredient substitution through extended ...