A Multi-Faceted Evaluation Framework for Assessing Synthetic Data Generated by Large Language Models.
Yefeng YuanYuhong LiuLiang ChengPublished in: CoRR (2024)
Keyphrases
- synthetic data
- language model
- multi faceted
- evaluation framework
- language modeling
- evaluation process
- evaluation methodology
- probabilistic model
- document retrieval
- n gram
- test collection
- information retrieval
- real world
- retrieval model
- query expansion
- semantic annotation
- real image data
- data sets
- evaluation metrics
- vector space model
- evaluation measures
- query terms
- language models for information retrieval
- average precision
- evaluation model
- relevance model
- query processing
- smoothing methods
- database