Learn Before
Diagnosing a System Failure in Language Understanding
A new travel booking chatbot is being tested. The chatbot correctly processes the command 'Book a flight to New York.' It also correctly processes the command 'Reserve a rental car in Boston.' However, when a user enters the command 'Book a flight to New York and reserve a rental car in Boston,' the chatbot attempts to book both a flight and a rental car in New York. Based on the principle that a complex expression's meaning is derived from its parts and how they are combined, analyze the most likely cause of this system's failure.
0
1
Tags
Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
Related
Semantic Parsing as an Example of Compositionality
Compositional Generalization in NLP
Evaluating a Language Processing Approach
An engineering team is building a system to interpret complex user requests for a smart home assistant. For the request, 'Set the bedroom thermostat to 72 degrees and then dim the lights,' which of the following system designs most closely follows the principle that a complex expression's meaning is determined by the meanings of its parts and the rules for combining them?
Semantic Parsing
Diagnosing a System Failure in Language Understanding