TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction.
Shuo LiSangdon ParkInsup LeeOsbert BastaniPublished in: NAACL-HLT (2024)
Keyphrases
- question answering
- passage retrieval
- information retrieval
- conformal prediction
- sentence retrieval
- information extraction
- question answering systems
- cross language
- natural language processing
- question classification
- natural language
- document retrieval
- syntactic information
- test collection
- retrieval systems
- answer extraction
- qa clef
- natural language questions
- text retrieval
- query expansion
- confidence levels
- data mining
- knowledge representation
- answering questions
- answer validation