T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics.
Yiwei QinWeizhe YuanGraham NeubigPengfei LiuPublished in: EMNLP (Findings) (2023)
Keyphrases
- evaluation metrics
- fine tuning
- discriminative learning
- discriminative methods
- discriminative models
- discriminative classifiers
- generative and discriminative models
- generative model
- average precision
- conditional likelihood
- discriminative training
- precision and recall
- bayesian network classifiers
- viable alternative
- fine tune
- unsupervised learning
- evaluation measures
- learning to rank
- evaluation methodology
- evaluation methods
- evaluation framework
- fine tuned
- semi supervised
- feature selection
- machine learning
- information retrieval systems
- test collection
- pairwise
- probabilistic model
- conditional random fields
- similarity measure