University Library, University of Illinois at Urbana-Champaign
Trained models for multi-task multi-dataset learning for sequence prediction in tweets
Citation:
Mishra, Shubhanshu (2019): Trained models for multi-task multi-dataset learning for sequence prediction in tweets. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-0934773_V1
Trained models for multi-task multi-dataset learning for sequence tagging in tweets.
Sequence tagging tasks include POS, NER, Chunking, and SuperSenseTagging.
If you are using this data, please also cite the related article:
Shubhanshu 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
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"]}
