LLM+Reasoning+Planning for supporting incomplete user queries in presence of APIs.
Sudhir AgarwalAnu SreepathyDavid H. AlonsoPrarit LambaPublished in: CoRR (2024)
Keyphrases
- user queries
- incomplete knowledge
- search engine
- web search engines
- information retrieval systems
- uncertain information
- keywords
- query processing
- model based reasoning
- relevant documents
- query logs
- plan execution
- query terms
- decision support
- potentially relevant
- web databases
- knowledge base
- retrieval model
- web search
- planning systems
- web queries
- search queries
- inconsistent information
- heuristic search
- ai planning
- retrieved documents
- ranked list
- feature space
- planning problems
- query result
- original query
- user interaction
- query patterns
- knowledge representation
- temporal planning