There is this pdf that present the field 
http://www.cs.cmu.edu/~nasmith/slides/sp4nlp.icml09.pdf

On Saturday, March 11, 2017 at 1:54:52 PM UTC+1, Alex wrote:
>
> Hi!
>
> Some questions;
> * In http://wiki.opencog.org/w/OpenCogPrime:NLP it is said that there are 
> plans for moving from Link Grammar to Word Grammar. It can be right move 
> (from binary dependencies to networked structures), but is it possible? I 
> can not find any Word Grammar tools (there are lot of Link Grammar tools 
> that OpenCog already employes), are there any Word Grammar tools for 
> integration in OpenCog? What about other grammars - e.g. (combinatory) 
> categorical? The best grammar should be selected for the further efforts. 
> Are there some recent works on Grammars? All the books and articles that 
> wikipedia mentions in its pages about Grammars, are some 10 years old.
>
> * How we can express understanding in OpenCog? Every learning, 
> self-modifying system should be able to estimate the fitness of new pieces 
> of knowledge base (that is generated for the modification of the existing 
> system's knowledge base) with the aim - how well the new pieces of the 
> knowledge base extends the system's understanding about itself and about 
> environment, world. I am aware about the AGI 2016 article about 
> understanding, but maybe there are some other ideas.
>
> * Do AGI systems need universal reference knowledge base (KB)? Humans have 
> such KBs - wikipedia, encyclopedia, canons, universal practices, ideas 
> about what is good and bad. Maybe we can define understanding as a linke to 
> the notions in universal reference KB. Is notion is in KB and if notion is 
> expressed in the terms of other notions in KB, then this notion can be 
> considered as clearly understood and this notion can be used in the 
> definition in new notions? 
>

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