respondrelated
Respondrelated refers to a capability in conversational systems to generate or retrieve responses that are semantically related to a given prompt, topic, or user intent. It is not a fixed response, but a class of methods to ensure relevance.
The typical pipeline includes analyzing input to extract topic or intent, selecting candidate responses from a
Methods include embedding-based similarity using contextual embeddings, transformer-based ranking models, retrieval-augmented generation, or rule-based mappings. Some
Applications include customer support chatbots suggesting related articles, tutoring systems offering related explanations, virtual assistants providing
Evaluation focuses on relevance, coherence, usefulness, and safety, often using both automated metrics and human judgments.
See also related terms and concepts such as relatedness, relevance scoring, retrieval-based chat, context-aware generation, and