/CapNetSRL

Implementation of paper on EMNLP 2019 (Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks)

Primary LanguagePython

Dev set:

allennlp predict /disk/scratch1/xchen13/single_iter2_weight_conll09_global_600ep/model.tar.gz
/afs/inf.ed.ac.uk/group/project/xchen13/datasets/2009_conll_p2/data/CoNLL2009-ST-English/CoNLL2009-ST-English-development.txt
--batch-size 32 --cuda-device -1 --use-dataset-reader --include-package myallennlp --predictor dependency_srl

Test set:

allennlp predict /disk/scratch1/xchen13/single_iter2_weight_conll09_global_600ep/model.tar.gz
/afs/inf.ed.ac.uk/group/project/xchen13/datasets/2009_conll_p2/data/CoNLL2009-ST-English/CoNLL2009-ST-evaluation-English.txt
--batch-size 32 --cuda-device 0 --use-dataset-reader --include-package myallennlp --predictor dependency_srl

OOD set:

allennlp predict /disk/scratch1/xchen13/conll09_all_hinge_ce/model.tar.gz
/afs/inf.ed.ac.uk/group/project/xchen13/datasets/2009_conll_p2/data/CoNLL2009-ST-English/CoNLL2009-ST-evaluation-English-ood.txt
--batch-size 32 --cuda-device 1 --use-dataset-reader --include-package myallennlp --predictor dependency_srl

Evaluate

perl /afs/inf.ed.ac.uk/group/project/xchen13/scorer/conll2009/eval09.pl -g /afs/inf.ed.ac.uk/group/project/xchen13/datasets/2009_conll_p2/data/CoNLL2009-ST-English/CoNLL2009-ST-English-development.txt
-s /disk/scratch1/xchen13/single_iter2_weight_conll09_global_600ep/conll09_dev.predict

perl /afs/inf.ed.ac.uk/group/project/xchen13/scorer/conll2009/eval09.pl -g /afs/inf.ed.ac.uk/group/project/xchen13/datasets/2009_conll_p2/data/CoNLL2009-ST-English/CoNLL2009-ST-evaluation-English.txt
-s /disk/scratch1/xchen13/single_iter2_weight_conll09_global_600ep/conll09_test.predict

perl /afs/inf.ed.ac.uk/group/project/xchen13/scorer/conll2009/eval09.pl -g /afs/inf.ed.ac.uk/group/project/xchen13/datasets/2009_conll_p2/data/CoNLL2009-ST-English/CoNLL2009-ST-evaluation-English-ood.txt
-s /disk/scratch1/xchen13/conll09_all_hinge_ce/conll09_ood.predict