Predicting Question-Answering Performance of Large Language Models through Semantic Consistency.
Ella RabinovichSamuel AckermanOrna RazEitan FarchiAteret Anaby-TavorPublished in: CoRR (2023)
Keyphrases
- question answering
- language model
- passage retrieval
- information retrieval
- natural language
- language modeling
- semantic roles
- n gram
- document retrieval
- probabilistic model
- question answering systems
- natural language processing
- speech recognition
- retrieval model
- sentence retrieval
- test collection
- question classification
- cross language
- answer extraction
- named entities
- information extraction
- semantic information
- query expansion
- vector space model
- semantic similarity
- relevance model
- context dependent
- translation model
- query terms
- pseudo relevance feedback
- multi modal
- qa systems