Is there a good natural language processing library
JavaNlpJava Problem Overview
I need to implement some NLP in my current module. I am looking for some good library that can help me here. I came across 'LingPipe' but could not completely follow on how to use it.
Basically, we need to implement a feature where the application can decipher customer instructions (delivery instructions) typed in plain english. Eg:
- Will pick up at 12:00 noon tomorrow
- Request delivery after 10th June
- Please do not send before Wednesday
- Add 10 more units of XYZ to the order
Java Solutions
Solution 1 - Java
LingPipe is very nice and well documented. You can also take a look at:
The last one specifically might be of interest to you, although I don't know whether there are any readily available Java implementations (and maybe that's too big of a gun for your problem anyway :-)
Paul's idea of using a DSL is probably easier and faster to implement, and more reliable to use for your customers. I, too, would recommend looking into that first.
Solution 2 - Java
I think whether or not you choose to use NLP might depend on the specific requirements for your system. Is it a requirement that free-form english should be accepted, or will only a certain set of instructions be accepted? It might be easier to build a domain specific language that supports what your users need to convey than to do full-on semantic analysis of free-form text.
In the Java space, Groovy has some support for building DSLs.
Solution 3 - Java
For other JVM languages see
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Scala: Scala NLP - Breeze and Epic (related spark-project.org )
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Clojure: clojure-opennlp