{"title":"SyntaxFest 2019特邀演讲-跨语言和领域转移NLP模型","authors":"Barbara Plank","doi":"10.18653/v1/w19-7702","DOIUrl":null,"url":null,"abstract":"How can we build Natural Language Processing models for new domains and new languages? In this talk I will survey some recent advances to address this ubiquitous challenge, from crosslingual transfer to learning models under distant supervision from disparate sources, multitasklearning and data selection.","PeriodicalId":443459,"journal":{"name":"Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"SyntaxFest 2019 Invited talk - Transferring NLP models across languages and domains\",\"authors\":\"Barbara Plank\",\"doi\":\"10.18653/v1/w19-7702\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"How can we build Natural Language Processing models for new domains and new languages? In this talk I will survey some recent advances to address this ubiquitous challenge, from crosslingual transfer to learning models under distant supervision from disparate sources, multitasklearning and data selection.\",\"PeriodicalId\":443459,\"journal\":{\"name\":\"Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019)\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18653/v1/w19-7702\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18653/v1/w19-7702","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
SyntaxFest 2019 Invited talk - Transferring NLP models across languages and domains
How can we build Natural Language Processing models for new domains and new languages? In this talk I will survey some recent advances to address this ubiquitous challenge, from crosslingual transfer to learning models under distant supervision from disparate sources, multitasklearning and data selection.