Skip to content

mariiakashpur/emocean

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

This file explains how to create BOW, OCC and BOW+OCC feature files from datasets, and how to run the main program on them

to generate a csv feature file for ML:BOW model (all 4 corpora examples)

python generate_csv.py data/aman/Emotion-Data_Aman/Benchmark/category_gold_std.txt DD lexicons/positive-words.txt lexicons/negative-words.txt NEW_aman_DD.csv
python generate_csv.py data/alm DD lexicons/positive-words.txt lexicons/negative-words.txt NEW_alm_DD.csv
python generate_csv.py data/tweets/Saif_Mohammad_tweets.txt DD lexicons/positive-words.txt lexicons/negative-words.txt NEW_tweets_DD.csv
python generate_csv.py data/semeval/1.txt DD lexicons/positive-words.txt lexicons/negative-words.txt NEW_semeval_DD.csv data/semeval/1.xml

to generate a csv feature file for ML:OCC_DEP model (example on Alm corpus)

python generate_csv.py data/alm OCC lexicons/positive-words.txt lexicons/negative-words.txt NEW_alm_OCC.csv

to generate a csv feature file for ML:OCC_SRL model (example on Alm corpus)

python generate_csv.py data/alm OCCSRL lexicons/positive-words.txt lexicons/negative-words.txt NEW_alm_SRL.csv

to generate a combined csv feature file for ML:BOW+OCC_DEP model(example on Aman corpus)

python generate_csv_comb.py NEW_aman_DD.csv NEW_aman_OCC.csv NEW_aman_COMB.csv

to run main program for Alm corpus and RB:OCC_DEP model

python main.py NEW_alm_OCC.csv OCCRB

to run main program for Alm corpus and RB:OCC_SRL model

python main.py NEW_alm_SRL.csv OCCRB

to run main program for Alm corpus and ML:OCC_DEP model

python main.py NEW_alm_OCC.csv OCC

to run main program for Alm corpus and ML:OCC_SRL model

python main.py NEW_alm_SRL.csv OCC

to run main program for Alm corpus and ML:BOW model

python main.py NEW_alm_DD.csv DD

to run main program for Alm corpus and ML:BOW+OCC_DEP model

python main.py NEW_alm_COMB.csv COMB

to run main program for Alm corpus and ML:BOW+OCC_SRL model

python main.py NEW_alm_COMB_SRL.csv COMB

emocean

About

library for emotion detection in text

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages