This is a kind of meta-analysis article about TF-IDF, Word Embeddings (Word2Vec), Topic Modeling (LDA, NMF, SVD), Lda2Vec (Word2Vec + LDA) — Table of contents 1. Introduction
2. Content-based Filtering Techniques
— 2.1. Vectorization
— 2.2. TF-IDF
— 2.3. Word Embeddings (Word2Vec)
— 2.4. Topic Modeling Lda2Vec
— 2.5. (Word2Vec + LDA)
3. Conclusion We are working on a model that recommends related papers on Accounting Literature based on user-provided text. Searching for appropriate literature…