Gate framework download and install - link

Seminars

Seminars data - link

Classification:

1. TIME
2. SPEAKER
3. LOCATION

Clear seminars data:

./gradlew cleanSeminars -PseminarsDir="/example/dir" -PresultFile="/example/dir/clean.txt"

Make vectors using clean data using Glove: Glove - link

Extract entities with labels from seminar data:

./gradlew labelSeminars -PseminarsDir="/example/dir" -PcleanSeminarsFile="/example/dir/clean.txt" -PgatePath="/example/dir/gateframework" -PresultFile="/example/dir/labels.csv"

Vectorize seminars to csv:

 ./gradlew vectorize -PlabelsFile="/example/dir/labels.csv" -Pvectors="/example/dir/vectors.txt" -PresultFile="/example/dir/seminars.csv"

Classify using SVM:

./gradlew svmClassify -PcsvFile="/example/dir/seminars.csv"

Conferences

Conferences data - link

Classification:

1. TIME
2. LOCATION
3. NAME
4. ABBREVIATION
5. SUBMISSION
6. NOTIFICATION
7. FINAL_VERSION_DUE

Clear conferences data:

./gradlew cleanConferences -PconferencesDir="/example/dir" -PcleanConferencesFile="/example/dir/cleanConferencesText.txt"

Make vectors using clean data using Glove: Glove - link

Extract entities with labels from conferences data:

./gradlew labelConferences -PconferencesDir="/example/dir" -PcleanConferencesFile="/example/dir/cleanConferencesText.txt" -PgatePath="/example/dir/gateframework" -PresultFile="/example/dir/labels.csv"

Vectorize conferences to csv:

 ./gradlew vectorize -PlabelsFile="/example/dir/labels.csv" -Pvectors="/example/dir/vectors.txt" -PresultFile="/example/dir/conferences.csv"

Classify using SVM:

./gradlew svmClassify -PcsvFile="/example/dir/conferences.csv"