The FreeLing package consists of a library providing language analysis services (such as morphological analysis, date recognition, PoS tagging, etc.)
The current version provides language identification, tokenizing, sentence splitting, morphological analysis, NE detection and classification, recognition of dates/numbers/physical magnitudes/currency/ratios, phonetic encoding, PoS tagging, shallow parsing, dependency parsing, WN-based sense annotation, Word Sense Disambiguation, and coreference resolution. Future versions are expected to improve performance in existing functionalities, as well as incorporate new features.
FreeLing is designed to be used as an external library from any application requiring this kind of services. Nevertheless, a sample main program is also provided as a basic interface to the library, which enables the user to analyze text files from the command line.
This installation is meat to use the client/server mode. There are different configurations that you can use and they are going to influence in the analysis performed. You will need to define the environmental variable FREELINGSHARE:
export FREELINGSHARE=/usr/local/share/freeling
Performing morphological analysis:
docker run -it --rm -p 50005:50005 malev/freeling analyzer -f $FREELINGSHARE/config/en.cfg --server --port 50005 --inpf plain --outf morfo
Performing morphological with PoS tagging:
docker run -it --rm -p 50005:50005 malev/freeling analyzer -f $FREELINGSHARE/config/freeling/analyzer.cfg --server --port 50005 --inpf plain --outf tagged
Asking for the senses of the tagged words:
docker run -it --rm -p 50005:50005 malev/freeling analyzer -f $FREELINGSHARE/config/freeling/analyzer.cfg --server --port 50005 --inpf plain --outf sense --sense all
With nec analysis:
docker run -it --rm -p 50005:50005 malev/freeling analyzer -f $FREELINGSHARE/config/freeling/analyzer.cfg --server --port 50005 --inpf plain --outf tagged --nec --noflush
You can also switch the options -it --rm with -d to make your containers work on the background.
Get the IP of your Graphite container:
docker inspect --format '{{.NetworkSettings.IPAddress}}' malev/freeling
And start playing with your client.