Implement reasoning algorithm using Logical Neural Networks
Budget: $1,500 – $3,000 USD
I build a Neuro-Symbolic Reasoning system similar to this: https://arxiv.org/pdf/2012.01707.pdf
Currently I have the "Semantic Parsing" part of the system working.
But I still need to get a "Reasoning" part (Logical Neural Networks are explained in details here https://arxiv.org/pdf/2006.13155.pdf and here https://www.freelancer.com/users/l.php?url=https:%2F%2Fcrossminds.ai%2Fvideo%2Finference-in-real-valued-logic-and-logical-neural-networks-606fdf0ef43a7f2f827bfb0d%2F&sig=44966c8ade3fcedb5d41688abc4b243752ff217aa49ad041a0848725fb7a9c2d) to be implemented. The implementation of LNN can be based on Graph Neural Networks with special activation functions, using PyTorch framework.
Currently I have the "Semantic Parsing" part of the system working.
But I still need to get a "Reasoning" part (Logical Neural Networks are explained in details here https://arxiv.org/pdf/2006.13155.pdf and here https://www.freelancer.com/users/l.php?url=https:%2F%2Fcrossminds.ai%2Fvideo%2Finference-in-real-valued-logic-and-logical-neural-networks-606fdf0ef43a7f2f827bfb0d%2F&sig=44966c8ade3fcedb5d41688abc4b243752ff217aa49ad041a0848725fb7a9c2d) to be implemented. The implementation of LNN can be based on Graph Neural Networks with special activation functions, using PyTorch framework.