Module 1: N-gram language models скачать в хорошем качестве

Module 1: N-gram language models

We interact with language models and derivates, such as ChatGPT, on a daily basis (at times, unknowingly). Such models answer the questions we ask, autocomplete words we are likely to type, help translate text from languages we do not know, and most importantly, complete our assignments and homework. This short course (consisting of five modules), by Danish Pruthi (Assistant Professor, Department of Computational and Data Sciences, IISc) gently introduces language models, starting with N-gram models building all the way up to transformers, and how they are pre-trained and aligned to be safe. Module 1 focusses on N-gram language models.