Авраменко А.П. - Введение в обработку естественного языка - 4. Information extraction in the era of transformers & GenAI

Information retrieval and extraction in the era of transformers and generative AI 00:00 Заставка 00:15 Topic of the Lecture: Information retrieval and extraction in the era of transformers anf generative AI 01:35 Plan of the Lecture 02:38 RNNs VS transformers 08:03 Two types of transformers: encoder and decoder 13:16 Pre-training and Fine-training 17:03 ChatGPT. Reinforcement learning 23:56 Transfer learning. Embeddings 30:50 Academic databases and LLMs 56:49 Case study: how to formulate a promt in the context of semantic search? 01:00:29 Homework Ссылка на плейлист VK: Ссылка на плейлист YT: #мгу #мфк #авраменко #интеллект #analysis #анализ #обработка #processing