MMSRL

Our Multimodal Semantic Role Labeling model for CONSTRAINT 2022
git clone https://esimon.eu/repos/MMSRL.git
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stats_table.csv (708B)


      1 	metric_name	all_train	all_val	all_test
      2 0	size	5375	623	718
      3 1	avg_nb_tokens	27.685395348837208	30.32744783306581	29.43732590529248
      4 2	max_nb_tokens	321	221	256
      5 3	nb_token_quantile95	68.0	72.0	76.0
      6 4	class_distrib	[0.03, 0.14, 0.05, 0.78]	[0.03, 0.15, 0.06, 0.77]	[0.02, 0.14, 0.05, 0.79]
      7 5	avg_nb_ents	3.2584186046511627	3.321027287319422	3.3885793871866294
      8 6	max_nb_ents	29	15	22
      9 7	avg_nb_token_ents	2.1221308667351835	2.038182696955051	2.207973695026716
     10 8	max_nb_token_ents	15	9	12
     11 9	total_nb_ents	17514	2069	2433
     12 10	percent_ents_in_text	14.1	15.42	13.4
     13 11	total_nb_unique_ents	4395	906	1104
     14 12	nb_duplicated_ent	37	6	2
     15 13	samples_with_duplicate	32	6	2
     16 14	entropy	(-51.31, 0.07)	(-2.72, 0.06)	(-5.16, 0.05)