Robust Knowledge Extraction from Large Language Models using Social Choice Theory.
Nico PotykaYuqicheng ZhuYunjie HeEvgeny KharlamovSteffen StaabPublished in: AAMAS (2024)
Keyphrases
- knowledge extraction
- language model
- language modeling
- n gram
- knowledge discovery
- probabilistic model
- smoothing methods
- speech recognition
- information retrieval
- query expansion
- textual documents
- retrieval model
- document retrieval
- language modelling
- test collection
- social choice theory
- ad hoc information retrieval
- statistical language models
- data mining
- vector space model
- document ranking
- relevance model
- context sensitive
- query terms
- digital libraries
- language model for information retrieval
- term dependencies
- translation model
- document length
- language models for information retrieval