Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding.
Ukyo HondaTatsushi OkaPeinan ZhangMasato MitaPublished in: CoRR (2024)
Keyphrases
- natural language understanding
- post hoc
- language understanding
- knowledge representation
- semantic analysis
- text understanding
- natural language
- control system
- dialogue system
- mixture model
- spoken dialog systems
- abductive reasoning
- joint inference
- semantic representations
- expectation maximization
- domain experts
- intelligent agents
- database
- knowledge acquisition
- domain knowledge
- multi agent
- search engine
- machine learning
- databases