Human-in-the-loop

Information technology - software - machine learning - natural language processing.

(HITL).

In the context of machine learning, human-in-the-loop refers to one or both of the following roles undertaken by a human:

• Manual labelling of training data.
• Validating or feeding back to the model on the quality of its outputs.

See also

• Artificial intelligence (AI)
• Artificial super-intelligence (ASI)
• Bot
• Chatbot
• ChatGPT
• Data
• Data labelling
• Deep learning
• Generative pre-trained transformer (GPT)
• GPT-4
• Information technology
• Language model
• Large language model (LLM)
• Machine learning
• Natural language
• Natural language processing
• Neural network
• Reinforcement Learning from Human Feedback (RLHF)
• Robotics
• Software
• Software robot
• Supervised learning
• Unsupervised learning