A Unified View of Evaluation Metrics for Structured Prediction.
Yunmo ChenWilliam GanttTongfei ChenAaron Steven WhiteBenjamin Van DurmePublished in: EMNLP (2023)
Keyphrases
- structured prediction
- evaluation metrics
- maximum margin
- precision and recall
- conditional random fields
- markov networks
- learning to rank
- approximate inference
- evaluation measures
- latent variables
- efficient learning
- data sets
- probabilistic model
- decision trees
- convex optimization
- belief networks
- graphical models
- information extraction
- learning algorithm