With the growing interests in utilizing the abundant data collected by various educational systems and tools to facilitate teaching and learning, Learning Analytics and Knowledge (LAK) and Educational Data Mining (EDM) emerged as two mainstream conferences for researchers and practitioners to report and share findings that are gained from such data-intensive research practices.
Facebook Research open sourced a great project recently – fastText, a fast (no surprise) and effective method to learn word representations and perform text classification. I was curious about comparing these embeddings to other commonly used embeddings, so word2vec seemed like the obvious choice, especially considering fastText embeddings are an extension of word2vec.
Y. Mualla, W. Bai, S. Galland, and C. Nicolle. Procedia Computer Science(2018)The 9th International Conference on Ambient Systems, Networks and Technologies (ANT 2018) / The 8th International Conference on Sustainable Energy Information Technology (SEIT-2018) / Affiliated Workshops.