A simple wrapper around Stanford CoreNLP.
Add the following to your project.clj:
[org.clojars.s312569/clj-text "0.1.0"]
To create a CoreNLP pipeline use the pipeline function and the
keyword arguments :annotators and :options. The default value of
annotators is ["tokenize" "ssplit" "pos" "lemma" "ner"] and an
empty vector for options:
clj-text.core> (def p (pipeline))
#'clj-text.core/p
clj-text.core> (class p)
edu.stanford.nlp.pipeline.StanfordCoreNLP
clj-text.core> (def cp (pipeline :options ["ner.model" "english.all.3class.caseless.distsim.crf.ser.gz"]))
#'clj-text.core/cp
clj-text.core> Annotations can then be performed on text using annotate:
clj-text.core> (def a (annotate "Jason was here with paul" p))
#'clj-text.core/a
clj-text.core> (class a)
edu.stanford.nlp.pipeline.Annotation
clj-text.core>Token annotations can be accessed using token-annotations:
clj-text.core> (token-annotations a)
({:token "Jason", :lemma "Jason", :ner "PERSON", :text "Jason", :pos "NNP",
:regexner "PERSON", :tree nil, :begin 0, :end 5} {:token "was", :lemma "be",
:ner "O", :text "was", :pos "VBD", :regexner "O", :tree nil, :begin 6, :end 9}
{:token "here", :lemma "here", :ner "O", :text "here", :pos "RB", ...
clj-text.core> (token-annotations a [:ner])
({:ner "PERSON", :begin 0, :end 5} {:ner "O", :begin 6, :end 9}
{:ner "O", :begin 10, :end 14} {:ner "O", :begin 15, :end 19}
{:ner "O", :begin 20, :end 24})
clj-text.core>Copyright © 2018 Jason Mulvenna
Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.