discosumo/evaluation

Evaluation and agreement scripts for the DISCOSUMO project. Each evaluation script takes both manual annotations as automatic summarization output. The formatting of these files is highly project-specific. However, the evaluation functions for precision, recall, ROUGE, Jaccard, Cohen's kappa and Fleiss' kappa may be applicable to other domains too.

evaluation

Evaluation and agreement scripts for the DISCOSUMO project. Each evaluation script takes both manual annotations as automatic summarization output. The formatting of these files is highly project-specific. However, the evaluation functions for precision, recall, ROUGE, Jaccard, Cohen's kappa and Fleiss' kappa may be applicable to other domains too.

• The script agreement_and_eval.pl also implements three baselines: random, position and length.
• The script eval.pl is the only script that assumes that the ground truth labels are in the featurefile (also for the oracle ranking) and therefore only takes one argument.
• The script agreement_fleisskappa.py does not evaluate but only implements Fleiss' Kappa, and takes only the manual annotations as input.

The postids_per_thread.queries.txt, 106long20threads.postfeats.norm.out and 106long20threads.threadfeats.out are needed for some of the scripts to know the post ids per thread or number of posts per thread.

License

See the LICENSE file for license rights and limitations (GNU-GPL v3.0).