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: CoRR (2024)
Keyphrases
- dynamic programming
- computational cost
- np hard
- cost function
- matching algorithm
- input data
- experimental evaluation
- preprocessing
- search space
- probabilistic model
- significant improvement
- recognition algorithm
- selection algorithm
- improved algorithm
- simulated annealing
- high accuracy
- segmentation algorithm
- times faster
- theoretical analysis
- worst case
- support vector
- optimal solution
- neural network
- similarity measure
- convergence rate
- single pass
- classification algorithm
- computationally efficient
- expectation maximization
- natural language processing
- k means
- association rules
- computational complexity
- objective function