Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs.
Phillip SchneiderManuel KlettnerKristiina JokinenElena SimperlFlorian MatthesPublished in: ICAART (3) (2024)
Keyphrases
- question answering
- semantic parsing
- language model
- passage retrieval
- information retrieval
- natural language
- semantic roles
- statistical machine translation
- document retrieval
- language modeling
- sentence retrieval
- retrieval model
- probabilistic model
- information extraction
- natural language processing
- cross language
- dependency parsing
- knowledge base
- n gram
- test collection
- semantic representation
- relevance model
- named entities
- semantic role labeling
- query expansion
- language processing
- knowledge representation
- context free grammars
- vector space model
- knowledge sources
- xml documents
- semantic information