2026-10-15T02:37:57Z https://data.mendeley.com/oai

oai:data.mendeley.com/9vg9tr6xvm.1 2025-03-26T13:09:08Z

Taglino, Francesco Experimental results of semantic similarity methods Mendeley Data This dataset collects data used for the comparison of the following seven semantic similarity methods: 1. SemSimp with a manual taxonomy and human-annotated documents. 2. SemSimAI with an automatic taxonomy and automatically annotated documents using BERTopic. 3. SemSimAI with an automatic taxonomy and automatically annotated documents using recursive k-means clustering with Word2Vec embeddings. 4. SemSimAI with an automatic taxonomy and automatically annotated documents using recursive k-means clustering with TF-IDF vectors. 5. Cosine similarity with document representations from TF-IDF vectors. 6. Cosine similarity with document representations from BERT embeddings. 7. Cosine similarity with document representations from Word2Vec embeddings. Semantics Similarity Measure De Nicola, Antonio Mele, Ida Dataset doi:10.17632/9vg9tr6xvm.1 oai:data.mendeley.com/9vg9tr6xvm.1 Creative Commons Attribution 4.0 International http://creativecommons.org/licenses/by/4.0 https://data.mendeley.com/datasets/9vg9tr6xvm 2025-03-26T13:09:08Z