Semantic-based methods are techniques used in natural language processing that focus on understanding and interpreting the meaning of words and phrases in context, rather than just matching keywords. These methods utilize various representations of meaning, such as word embeddings, ontologies, and knowledge graphs, to improve tasks like passage retrieval and ranking by capturing the relationships between concepts.
congrats on reading the definition of semantic-based methods. now let's actually learn it.