Evaluation Methodology for Large Language Models for Multilingual Document Question and Answer.
Adar KahanaJaya Susan MathewSaid BleikJeremy ReynoldsOren ElishaPublished in: CoRR (2024)
Keyphrases
- language model
- evaluation methodology
- test collection
- qa systems
- relevant documents
- document retrieval
- retrieval systems
- document ranking
- information retrieval
- language modeling
- passage retrieval
- query terms
- document representation
- vector space model
- document set
- retrieval model
- cross language
- cross lingual
- retrieval effectiveness
- question answering
- probabilistic model
- n gram
- query expansion
- average precision
- relevance model
- document collections
- search tasks
- test set
- query specific
- cross language information retrieval
- smoothing methods
- language modeling framework
- evaluation measures
- evaluation methods
- ranked list
- information retrieval systems
- digital libraries
- translation model
- search queries
- tf idf
- learning to rank
- ranking functions
- term frequency
- query logs
- error rate
- web documents
- keywords