Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study.
Yi ChenRui WangHaiyun JiangShuming ShiRuifeng XuPublished in: IJCNLP (Findings) (2023)
Keyphrases
- free text
- language model
- quality evaluation
- language modeling
- information extraction
- natural language processing
- probabilistic model
- human perception
- n gram
- structured data
- document retrieval
- information retrieval
- evaluation model
- language modelling
- test collection
- query expansion
- statistical language models
- retrieval model
- semi structured
- quality metrics
- smoothing methods
- machine learning
- neural network
- precision and recall
- relevance model
- action recognition
- collaborative filtering
- bayesian networks
- language models for information retrieval