Renzo Arturo Alva Principe

An LCF-IDF Document Representation Model Applied to Long Document Classification

A document representation model that has been used for years in NLP and Text Mining tasks is TF-IDF (Term Frequency-Inverse Document Frequency). This model is indeed effective for various tasks like Information Retrieval and Document Classification. However, it may fall short when it comes to captur…