Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation.
Junyu LuoJunxian LinChi LinCao XiaoXinning GuiFenglong MaPublished in: COLING (2022)
Keyphrases
- experimental evaluation
- learning algorithm
- computational cost
- preprocessing
- dynamic programming
- computational complexity
- search space
- k means
- optimal solution
- theoretical analysis
- worst case
- synthetic datasets
- improved algorithm
- convergence rate
- experimental study
- optimization algorithm
- segmentation algorithm
- computationally efficient
- expectation maximization
- cost function
- data structure
- denoising
- probabilistic model
- neural network
- np hard
- benchmark datasets
- significant improvement
- multiresolution
- search algorithm