I-HMM

We implement I-HMM described in http://www.cis.temple.edu/~yates/papers/2011-conll-fhmm-lang-model.pdf.

Required

You need sbt for performing this program.

How to performed

The sample as below

sbt "run train -train train.txt -layer 3 -state 8 -c 3 -dump model.txt"
sbt "run decode test.txt model.txt"

How to make jar file

You can make the jar file by commands below.

sbt assembly

You can see target/scala-2.10/I-HMM.jar appear after the commands are performed.

Run:

java -jar target/scala-2.10/I-HMM.jar -train train.txt -layer 3 -state 8 -c 3 -dump model.txt
java -jar target/scala-2.10/I-HMM.jar decode test.txt model.txt

Reference

Huang et. al. Language Models as Representations for Weakly-Supervised NLP Tasks, CoNLL 2011