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The difference with new NN-based systems is that they are trained end-to-end, learn the syntax and some form of "reasoning". Check Memory Networks, by facebook,
by halflings 9y ago
The difference with new NN-based systems is that they are trained end-to-end, learn the syntax and some form of "reasoning". Check Memory Networks, by facebook, for example (two NNs, one for "reasoning" and one for storing long-term data, quite impressive).
Now, it's still an area of active research... and I'm not sure what "state-of-the-art" means for this library, somebody said that they rank #27th in some commonly used dataset.
- reachtarunhere 9y agoI am working with Memory Networks as part of my thesis. If you actually read and implement the FB paper you realise that the system is not half great as the demo shows. It is as bad as the top comment here. Yes we have come far along but frankly the hype is too high.