Version DOI Comment Publication Date
1 10.13012/B2IDB-0934773_V1 2019-09-17
all_multitask_shared.zip 2.62 GB File
all_multitask_shared_bilstm_residual_dim_50_l2_0_lr_1e-3_no_neel.zip 3.59 GB File
all_multitask_shared_bilstm_residual_l2_0_lr_1e-3_no_neel.zip 3.62 GB File
all_multitask_shared_l2_0_lr_1e-3.zip 3.6 GB File
all_multitask_shared_l2_0_lr_1e-3_no_neel.zip 3.6 GB File
all_multitask_shared_ssa_l2_0_lr_1e-3.zip 3.6 GB File
all_multitask_shared_ssa_l2_0_lr_1e-3_no_neel.zip 3.6 GB File
all_multitask_stacked.zip 3.34 GB File
all_multitask_stacked_bilstm_residual_dim_50_l2_0_lr_1e-3_no_neel.zip 3.61 GB File
all_multitask_stacked_bilstm_residual_l2_0_lr_1e-3_no_neel.zip 3.7 GB File
all_multitask_stacked_l2_0_lr_1e-3.zip 3.68 GB File
all_multitask_stacked_l2_0_lr_1e-3_no_neel.zip 3.68 GB File
all_multitask_stacked_ssa_l2_0_lr_1e-3.zip 3.68 GB File
all_multitask_stacked_ssa_l2_0_lr_1e-3_no_neel.zip 3.68 GB File
all_ner_bilstm.zip 3.59 GB File
all_ner_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
all_ner_bilstm_l2_0_lr_1e-3_no_neel.zip 3.59 GB File
all_ner_bilstm_residual_dim_50_l2_0_lr_1e-3_no_neel.zip 3.58 GB File
all_ner_bilstm_residual_l2_0_lr_1e-3_no_neel.zip 3.61 GB File
all_ner_ssa_l2_0_lr_1e-3.zip 3.6 GB File
all_ner_ssa_l2_0_lr_1e-3_no_neel.zip 3.6 GB File
all_pos_bilstm.zip 3.59 GB File
all_pos_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
all_pos_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
all_pos_bilstm_residual_l2_0_lr_1e-3.zip 3.61 GB File
all_pos_ssa_l2_0_lr_1e-3.zip 3.27 GB File
ark_pos_bilstm.zip 2.29 GB File
ark_pos_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
ark_pos_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
ark_pos_bilstm_residual_l2_0_lr_1e-3.zip 3.28 GB File
ark_pos_ssa_l2_0_lr_1e-3.zip 3.59 GB File
broad_ner_bilstm.zip 3.59 GB File
broad_ner_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
broad_ner_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
broad_ner_bilstm_residual_l2_0_lr_1e-3.zip 3.28 GB File
broad_ner_ssa_l2_0_lr_1e-3.zip 3.59 GB File
multimodal_ner_bilstm.zip 3.59 GB File
multimodal_ner_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
multimodal_ner_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
multimodal_ner_bilstm_residual_l2_0_lr_1e-3.zip 3.61 GB File
multimodal_ner_ssa_l2_0_lr_1e-3.zip 3.59 GB File
neel_ner_bilstm.zip 3.59 GB File
neel_ner_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
neel_ner_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 1.95 GB File
neel_ner_bilstm_residual_l2_0_lr_1e-3.zip 2.3 GB File
neel_ner_ssa_l2_0_lr_1e-3.zip 3.59 GB File
ptb_pos_bilstm.zip 2.94 GB File
ptb_pos_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
ptb_pos_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
ptb_pos_bilstm_residual_l2_0_lr_1e-3.zip 3.61 GB File
ptb_pos_ssa_l2_0_lr_1e-3.zip 3.59 GB File
ritter_ccg_bilstm.zip 3.59 GB File
ritter_ccg_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
ritter_ccg_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
ritter_ccg_bilstm_residual_l2_0_lr_1e-3.zip 3.61 GB File
ritter_ccg_ssa_l2_0_lr_1e-3.zip 3.59 GB File
ritter_chunk_bilstm.zip 3.59 GB File
ritter_chunk_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
ritter_chunk_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
ritter_chunk_bilstm_residual_l2_0_lr_1e-3.zip 3.61 GB File
ritter_chunk_ssa_l2_0_lr_1e-3.zip 3.59 GB File
ritter_ner_bilstm.zip 3.59 GB File
ritter_ner_bilstm_l2_0_lr_1e-3.zip 3.27 GB File
ritter_ner_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 2.28 GB File
ritter_ner_bilstm_residual_l2_0_lr_1e-3.zip 2.95 GB File
ritter_ner_ssa_l2_0_lr_1e-3.zip 3.27 GB File
ud_pos_bilstm.zip 3.26 GB File
ud_pos_bilstm_l2_0_lr_1e-3.zip 2.94 GB File
ud_pos_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
ud_pos_bilstm_residual_l2_0_lr_1e-3.zip 2.95 GB File
ud_pos_ssa_l2_0_lr_1e-3.zip 3.59 GB File
wnut17_ner_bilstm.zip 2.61 GB File
wnut17_ner_bilstm_l2_0_lr_1e-3.zip 2.28 GB File
wnut17_ner_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 2.28 GB File
wnut17_ner_bilstm_residual_l2_0_lr_1e-3.zip 1.64 GB File
wnut17_ner_ssa_l2_0_lr_1e-3.zip 2.29 GB File
yodie_ner_bilstm.zip 3.59 GB File
yodie_ner_bilstm_l2_0_lr_1e-3.zip 3.59 GB File
yodie_ner_bilstm_residual_dim_50_l2_0_lr_1e-3.zip 3.58 GB File
yodie_ner_bilstm_residual_l2_0_lr_1e-3.zip 3.61 GB File
yodie_ner_ssa_l2_0_lr_1e-3.zip 3.59 GB File

Contact the Research Data Service for help interpreting this log.

update: {"description"=>["Trained models for multi-task multi-dataset learning for sequence tagging in tweets \r\nSequence tagging tasks include POS, NER, Chunking, and SuperSenseTagging.\r\n\r\nModels were trained using: https://github.com/socialmediaie/SocialMediaIE/blob/master/SocialMediaIE/scripts/multitask_multidataset_experiment.py\r\nSee https://github.com/socialmediaie/SocialMediaIE and https://socialmediaie.github.io for details.\r\n\r\nIf you are using this data pleace cite: \r\nShubhanshu Mishra. 2019. Multi-dataset-multi-task Neural Sequence Tagging for Information Extraction from Tweets. In Proceedings of the 30th ACM Conference on Hypertext and Social Media (HT '19). ACM, New York, NY, USA, 283-284. DOI: https://doi.org/10.1145/3342220.3344929", "Trained models for multi-task multi-dataset learning for sequence tagging in tweets.\r\nSequence tagging tasks include POS, NER, Chunking, and SuperSenseTagging.\r\n\r\nModels were trained using: <a href=\"https://github.com/socialmediaie/SocialMediaIE/blob/master/SocialMediaIE/scripts/multitask_multidataset_experiment.py\">https://github.com/socialmediaie/SocialMediaIE/blob/master/SocialMediaIE/scripts/multitask_multidataset_experiment.py</a>\r\nSee <a href=\"https://github.com/socialmediaie/SocialMediaIE\">https://github.com/socialmediaie/SocialMediaIE</a> and <a href=\"https://socialmediaie.github.io\">https://socialmediaie.github.io</a> for details.\r\n\r\nIf you are using this data, please also cite the related article: \r\nShubhanshu Mishra. 2019. Multi-dataset-multi-task Neural Sequence Tagging for Information Extraction from Tweets. In Proceedings of the 30th ACM Conference on Hypertext and Social Media (HT '19). ACM, New York, NY, USA, 283-284. DOI: https://doi.org/10.1145/3342220.3344929"], "version_comment"=>[nil, ""], "subject"=>[nil, "Social Sciences"]} 2019-09-17T15:43:42Z