Is there a multilingual temporal expression tagger that can run on Hadoop?

大憨熊 提交于 2019-12-08 11:53:59

问题


I need to extract dates from lots of text. The more languages the better; English,Spanish, and Portuguese at a minimum. Does such a tool exist? In Java and Mavenized? Here's what I've found:

  • http://code.google.com/p/heideltime/ many languages and an impressive online demo, but requires some odd external dependencies that I suspect will make cluster deployment hard/impossible
  • http://nlp.stanford.edu/software/sutime.shtml Well documented, but English only. Easy to train?
  • http://natty.joestelmach.com/ English only
  • https://github.com/samtingleff/jchronic English only
  • http://code.google.com/p/nltk/source/browse/trunk/nltk_contrib/nltk_contrib/timex.py English only

Where else should I look?


回答1:


You might find Apache Tika useful.




回答2:


I've been researching a similar topic. There isn't much documentation out there, but I'll share what I've discovered.

UIMA is essentially a framework that glues together programs ("Annotators") in an analysis pipeline. As unstructured data flows through the pipeline, the annotators extract the useful bits and write it to a data object called the Common Analysis Structure (CAS).

A UIMA pipeline is implemented in Java, and thus runs in a JVM. Tools written in other languages, e.g. Perl, can be brought into the pipeline with an appropriate wrapper.

The pipeline can be run in a MapReduce map task. The digitalPebble Behemoth project provides a convenient way to handle this.



来源:https://stackoverflow.com/questions/17241917/is-there-a-multilingual-temporal-expression-tagger-that-can-run-on-hadoop

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