In this directory you need to save the datasets McRae, Pado', Ferretti Instrument and Ferretti Locations. The former two can be also present in the split forms, each of which containing only entries related to a specific semantic role (syntactic relation): McRae-Agent/Sbj, McRae-Patient/Obj and Pado-Agent/Sbj, Pado-Patient/Obj.

McRae can be found at McRae Dataset, and it must preprocessed in the form:

abandon-v_sbj	baby-n	3.0
abandon-v_sbj	cat-n	4.6
abandon-v_sbj	child-n	4.6
abandon-v_sbj	kidnapper-n	3.9
accept-v_sbj	award-n	1.1
...
worship-v_obj	princess-n	5.0
worship-v_obj	statue-n	5.4
write-v_obj	author-n	1.8
write-v_obj	friend-n	1.9
write-v_obj	letter-n	6.1
write-v_obj	story-n	6.2

Pado' can be found at Pado' Homepage, and it must be preprocessed in the form:

advise-v_sbj	banker-n	6.0
advise-v_sbj	biologist-n	5.0
advise-v_sbj	business-n	5.3
advise-v_sbj	client-n	3.7
advise-v_sbj	customer-n	3.8
...
kill-v_obj	lion-n	4.9
resent-v_obj	intrusion-n	1.2
embarrass-v_obj	revelation-n	1.2
advise-v_obj	doctor-n	4.0
hear-v_obj	moan-n	5.8
eliminate-v_obj	job-n	5.0

Ferretti, Instrument and Locations, can be requested to the author, and they must be preprocessed in the form:

(Instruments)
serve-v_pmod+with	plate-n	5.9
serve-v_pmod+with	tray-n	6.5
serve-v_pmod+with	glass-n	4.9
serve-v_pmod+with	platter-n	5.8
serve-v_pmod+with	bucket-n	1.4
sweep-v_pmod+with	mop-n	3.7
sweep-v_pmod+with	rag-n	3.1

(Locations)
serve-v_pmod+loc	library-n	2.4
serve-v_pmod+loc	restaurant-n	7.0
serve-v_pmod+loc	hospital-n	5.1
sweep-v_pmod+loc	living	room-n
sweep-v_pmod+loc	bathroom-n	4.8
sweep-v_pmod+loc	restaurant-n	6.1
sweep-v_pmod+loc	kitchen-n	6.8
sweep-v_pmod+loc	barn-n	4.6

For future information refer to the literature review or contact the authors.