Text Graph Constructor is a Python-based tool that constructs a graph representation ... Edges exist between sentences that exhibit text similarity above a user-defined threshold. By visualizing the ...

In this project, I use techniques such as Count Vectorization and TF-IDF Vectorization to transform text data into numerical features and calculate cosine similarity to measure the similarity between ...

Learn how to use text similarity measures to compare, match, or group texts based on their content, structure, or style. Discover common methods and applications of text similarity analysis.

Abstract: An improved graph-based text similarity (GBTS) algorithm which based on original GBTS is illustrated in this paper. A text is mapped into a graph which consists of terms as its nodes and ...

If you’ve got Python intalled but reticulate ... my_question = "How do you rotate text on the x-axis of a graph?" # For straightforward similarity searching sim_docs = vectordb.similarity ...

In this paper, we propose a hybrid encoding approach SiGeTR: Similarity-based Graph Enhanced Text Representation. Based on the approach of structural encoding, it incorporates the textual encoding ...