Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers.
Jiawen XiePengyu ChengXiao LiangYong DaiNan DuPublished in: ACL (1) (2024)
Keyphrases
- detection method
- high accuracy
- experimental evaluation
- pairwise
- experimental study
- preprocessing
- significant improvement
- cost function
- computational cost
- real time
- decision trees
- input data
- theoretical analysis
- high precision
- segmentation method
- probabilistic model
- mathematical model
- synthetic data
- support vector machine svm
- main contribution
- dynamic programming
- prior knowledge
- similarity measure
- learning algorithm