DataAgent: Evaluating Large Language Models' Ability to Answer Zero-Shot, Natural Language Queries.
Manit MishraAbderrahman BrahamCharles MarsomBryan ChungGavin GriffinDakshesh SidnerlikarChatanya SarinArjun RajaramPublished in: ICAIC (2024)
Keyphrases
- language model
- natural language queries
- term dependencies
- language modeling
- structured queries
- retrieval model
- probabilistic model
- information retrieval
- n gram
- document retrieval
- natural language interface
- query expansion
- relevance model
- test collection
- smoothing methods
- natural language
- pseudo relevance feedback
- query terms
- relevant documents
- retrieval effectiveness
- vector space model
- document representation
- active learning
- keywords
- search engine
- query processing
- machine learning