Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: A Preliminary Empirical Study.
Yi ChenRui WangHaiyun JiangShuming ShiRuifeng XuPublished in: CoRR (2023)
Keyphrases
- empirical studies
- language model
- free text
- quality evaluation
- language modeling
- information extraction
- natural language processing
- document retrieval
- n gram
- structured data
- human perception
- probabilistic model
- information retrieval
- retrieval model
- language modelling
- evaluation model
- test collection
- statistical language models
- query expansion
- semi structured
- smoothing methods
- quality metrics
- relevance model
- language models for information retrieval
- artificial intelligence
- document collections
- low level
- data sets