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Off the shelf discriminative reranking software

开发者 https://www.devze.com 2022-12-27 22:50 出处：网络

I开发者_StackOverflow中文版s there existing software for discriminative reranking, such as that used by the Charniak NLP parser, Shen, Sarkar, and Och\'s parser or Shen and Joshi\'s techniques? I\'d l

相关专题：machine-learning perceptron svm

I开发者_StackOverflow中文版s there existing software for discriminative reranking, such as that used by the Charniak NLP parser, Shen, Sarkar, and Och's parser or Shen and Joshi's techniques? I'd like something that I can easily adapt for my own uses, which are similar to parse reranking.

Charniak-Johnson Reranking

The source code for the Charniak-Johnson (CJ) reranking parser is freely available, you can download a copy here.

The reranker is a separate code module that takes as input n-best lists of parses, so it's trivial to decouple it from the parsing front end.

SVM-rank

Alternatively, the package SVM-rank, from Thorsten Joachim's lab at Cornell, is a general purpose ranker. It might be easier to go with this package, if what you want to do deviates significantly from what's being done by the Charniak-Johnson parser.