SIDU-TXT: An XAI algorithm for NLP with a holistic assessment approach.
Mohammad N. S. JahromiSatya M. MuddamsettyAsta Sofie Stage JarlnerAnna Murphy HøgenhaugThomas Gammeltoft-HansenThomas B. MoeslundPublished in: Nat. Lang. Process. J. (2024)
Keyphrases
- dynamic programming
- detection algorithm
- np hard
- times faster
- search space
- high accuracy
- wordnet
- computational cost
- k means
- preprocessing
- neural network
- theoretical analysis
- clustering method
- computationally efficient
- selection algorithm
- improved algorithm
- single pass
- worst case
- decision trees
- experimental evaluation
- data sets
- text mining
- estimation algorithm
- machine learning
- learning algorithm
- path planning
- matching algorithm
- classification algorithm
- similarity measure
- natural language
- optimization algorithm
- segmentation algorithm
- cost function
- semi supervised
- expectation maximization
- particle swarm optimization
- input data
- linear programming
- simulated annealing