SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning.
Julian MinderFlorian GrötschlaJoël MathysRoger WattenhoferPublished in: CoRR (2023)
Keyphrases
- knowledge base
- sparse representation
- knowledge representation and reasoning
- reasoning systems
- sparse data
- neural network
- deductive reasoning
- web scale
- qualitative reasoning
- dictionary learning
- high dimensional
- ranking algorithm
- real time
- consistency checking
- real world
- machine learning
- automated reasoning
- compressive sensing
- benchmark suite
- logic programs
- legal reasoning
- multi agent
- reasoning tasks
- natural language
- meta level
- probabilistic reasoning
- knowledge representation
- comparative analysis
- case based reasoning