NLP.Nerf

Main module of the Nerf tool.

Documentation

data Nerf

A Nerf consists of the observation schema configuration and the CRF model.

Constructors

Nerf

Fields

schemaConf :: SchemaConf

crf :: CRF Ob Lb

Instances

Binary Nerf

train

Arguments

:: SgdArgs

Args for SGD

-> SchemaConf

Observation schema configuration

-> FilePath

Train data (ENAMEX)

-> Maybe FilePath

Maybe eval data (ENAMEX)

-> IO Nerf

Nerf with resulting codec and model

Train Nerf on the input data using the SGD method.

ner :: Nerf -> [Word] -> NeForest NE Word

Perform named entity recognition (NER) using the Nerf.

tryOx :: SchemaConf -> FilePath -> IO ()

Show results of observation extraction on the input ENAMEX file.

module NLP.Nerf.Types