The Importance of Positional Encoding Initialization in Transformers for Relational Reasoning.
Takuya ItoLuca CocchiTim KlingerParikshit RamMurray CampbellLuke J. HearnePublished in: CoRR (2024)
Keyphrases
- reasoning systems
- relational databases
- automated reasoning
- knowledge base
- data model
- relational data
- reasoning tasks
- analogical reasoning
- relative importance
- probabilistic reasoning
- qualitative reasoning
- fractal image compression
- encoding scheme
- multi relational
- initial conditions
- relational learning
- k means
- encoding schemes
- data sets
- reasoning process
- artificial intelligence