NLP
Natural Language Processing (NLP) is a field of AI focused on the interaction between computers and humans using natural language.
42 topics found for
“language understanding”
Linguistic Theory
The study of the nature, structure, and variation of language, including phonetics, phonology, syntax, semantics, and pragmatics.
Grounding
The process of linking language to its real-world context in AI systems, ensuring accurate understanding and interpretation.
LLM
Large Language Model (LLM) is an advanced artificial intelligence system trained on vast amounts of text data to understand and generate human-like text.
Hallucination
In AI, the generation of incorrect or nonsensical information by a model, particularly in natural language processing.
Prompt Engineering
The process of designing and refining prompts to elicit accurate and relevant responses from AI models.
Transformer
A type of model architecture primarily used in natural language processing tasks, known for its efficiency and scalability.
Semantic Barriers
Obstacles to effective communication that arise from differences in understanding the meanings of words and symbols used by the communicators.
Attention Mechanism
A component in neural networks that allows the model to focus on specific parts of the input, improving performance.