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Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing最新文献

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Clean or Annotate: How to Spend a Limited Data Collection Budget 清理或注释:如何使用有限的数据收集预算
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 2021-10-15 DOI: 10.18653/v1/2022.deeplo-1.17
Derek Chen, Zhou Yu, Samuel R. Bowman
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引用次数: 10
Unified NMT models for the Indian subcontinent, transcending script-barriers 印度次大陆统一的NMT模型，超越了文字障碍
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.23
Gokul N.C.
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引用次数: 1
How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer 如何翻译你的样品和选择你的镜头?分析翻译训练和少数跨语迁移
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.22
Iman Jundi and Gabriella Lapesa
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引用次数: 1
Alternative non-BERT model choices for the textual classification in low-resource languages and environments 低资源语言和环境中文本分类的备选非bert模型选择
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.20
Syed Mustavi Maheen, Moshiur Rahman Faisal, Md. Rafakat Rahman and Md. Shahriar Karim
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引用次数: 1
Help from the Neighbors: Estonian Dialect Normalization Using a Finnish Dialect Generator 邻居的帮助:爱沙尼亚方言规范化使用芬兰方言生成器
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.7
Mika Hämäläinen, Khalid Alnajjar and Tuuli Tuisk
{"title":"Help from the Neighbors: Estonian Dialect Normalization Using a Finnish Dialect Generator","authors":"Mika Hämäläinen, Khalid Alnajjar and Tuuli Tuisk","doi":"10.18653/v1/2022.deeplo-1.7","DOIUrl":"https://doi.org/10.18653/v1/2022.deeplo-1.7","url":null,"abstract":"t","PeriodicalId":424084,"journal":{"name":"Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130167494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
ANTS: A Framework for Retrieval of Text Segments in Unstructured Documents ant:非结构化文档中文本段检索的框架
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.5
B. Chivers, Mason P. Jiang, Wee Sun Lee, Amy Ng, Natalya I. Rapstine and Alex Storer
{"title":"ANTS: A Framework for Retrieval of Text Segments in Unstructured Documents","authors":"B. Chivers, Mason P. Jiang, Wee Sun Lee, Amy Ng, Natalya I. Rapstine and Alex Storer","doi":"10.18653/v1/2022.deeplo-1.5","DOIUrl":"https://doi.org/10.18653/v1/2022.deeplo-1.5","url":null,"abstract":"t","PeriodicalId":424084,"journal":{"name":"Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126608429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models AfriTeVA:扩展?小数据?序列到序列模型的预训练方法
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.14
Odunayo Jude Ogundepo, Akintunde Oladipo, Mofetoluwa Adeyemi, Kelechi Ogueji and Jimmy Lin
{"title":"AfriTeVA: Extending ?Small Data? Pretraining Approaches to Sequence-to-Sequence Models","authors":"Odunayo Jude Ogundepo, Akintunde Oladipo, Mofetoluwa Adeyemi, Kelechi Ogueji and Jimmy Lin","doi":"10.18653/v1/2022.deeplo-1.14","DOIUrl":"https://doi.org/10.18653/v1/2022.deeplo-1.14","url":null,"abstract":"t","PeriodicalId":424084,"journal":{"name":"Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing","volume":"517 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116238033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Building an Event Extractor with Only a Few Examples 用几个例子构建一个事件提取器
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.11
Pengfei Yu, Zixuan Zhang, C. Voß, Jonathan May and Heng Ji
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引用次数: 9
Few-shot Learning for Sumerian Named Entity Recognition 苏美尔人命名实体识别的少射学习
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.15
Guanghai Wang, Yudong Liu and James Hearne
{"title":"Few-shot Learning for Sumerian Named Entity Recognition","authors":"Guanghai Wang, Yudong Liu and James Hearne","doi":"10.18653/v1/2022.deeplo-1.15","DOIUrl":"https://doi.org/10.18653/v1/2022.deeplo-1.15","url":null,"abstract":"t","PeriodicalId":424084,"journal":{"name":"Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116572236","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generating Complement Data for Aspect Term Extraction with GPT-2 用GPT-2生成面向方面项提取的补数据
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing Pub Date : 1900-01-01 DOI: 10.18653/v1/2022.deeplo-1.21
Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min and Thien Huu Nguyen
{"title":"Generating Complement Data for Aspect Term Extraction with GPT-2","authors":"Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min and Thien Huu Nguyen","doi":"10.18653/v1/2022.deeplo-1.21","DOIUrl":"https://doi.org/10.18653/v1/2022.deeplo-1.21","url":null,"abstract":"t","PeriodicalId":424084,"journal":{"name":"Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117274304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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