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Workshop on deep learing approaches for low-resource natural language processing

召开年：2019
召开地：Hong Kong(CN)
出版时间：-

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1.Introduction

机译：介绍
- 作者：Colin Cherry;Greg Durrett;George Foster;Reza Haffari;Shahram Khadivi;Nanyun Peng;Xiang Ren;Swabha Swayamdipta
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
2.A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification

机译：仔细研究少量意图分类的特征空间数据增强
- 作者：Varun Kumar;Hadrien Glaude;Cyprien de Lichy;Wlliam Campbell
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
3.A Comparative Analysis of Unsupervised Language Adaptation Methods

机译：无监督语言适应方法的比较分析
- 作者：Gil Rocha;Henrique Lopes Cardoso
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
4.A logical-based corpus for cross-lingual evaluation

机译：基于逻辑的语料库，用于跨语言评估
- 作者：Felipe Salvatore;Marcelo Finger;R. Hirata
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
5.Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models

机译：不良形式：在分布语义模型中比较基于上下文和基于形式的少量学习
- 作者：Jeroen Van Hautte;Guy Emerson;Marek Rei
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
6.Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning

机译：词袋传输：用于多任务学习的非上下文技术
- 作者：Seth Ebner;Felicity Wang;Benjamin Van Durme
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
7.BERT is Not an Interlingua and the Bias of Tokenization

机译：BERT不是Interlingua的代币化偏见
- 作者：Jasdeep Singh;Bryan McCann;Caiming Xiong;Richard Socher
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
8.Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining

机译：跨语言联合实体和单词嵌入可改善实体链接和并行句子挖掘
- 作者：Xiaoman Pan;Thamme Gowda;Heng Ji;Jonathan May;Scott Miller
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
9.Deep Bidirectional Transformers for Relation Extraction without Supervision

机译：深双向变压器，无需监督即可提取关系
- 作者：Yannis Papanikolaou;Ian Roberts;Andrea Pierleoni
- 会议名称：《》 | 2019年
10.Domain Adaptation with BERT-based Domain Classification and Data Selection

机译：基于基于BERT的域分类和数据选择的域自适应
- 作者：Xiaofei Ma;Peng Xu;Zhiguo Wang;Ramesh Nallapati;Bing Xiang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
11.Empirical Evaluation of Active Learning Techniques for Neural MT

机译：神经MT主动学习技术的实证评估
- 作者：Xiangkai Zeng;Sarthak Garg;Rajen Chatterjee;Udhyakumar Nallasamy;Matthias Paulik
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
12.Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention

机译：通过释义注意力快速实现语义解析器的域自适应
- 作者：Avik Ray;Yilin Shen;Hongxia Jin
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
13.Few-Shot and Zero-Shot Learning for Historical Text Normalization

机译：用于历史文本规范化的少量学习和零学习
- 作者：Marcel Bollmann;Natalia Korchagina;Anders Sogaard
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
14.From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training

机译：使用多语种共同培训，从单语种到多语种FAQ Assistant
- 作者：Mayur Patidar;Surabhi Kumari;Manasi Patwardhan;Shirish Karande Puneet Agarwal;Lovekesh Vig;Gautam Shroff
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
15.Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings

机译：在低数据设置中有效地理解自然语言的生成蒸馏
- 作者：Luke Melas-Kyriazi;George Han;Celine Liang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
16.Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual

机译：通过拟合残差来消除自然语言推理中的数据集偏差
- 作者：He He;Sheng Zha;Haohan Wang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
17.Metric Learning for Dynamic Text Classification

机译：动态文本分类的公制学习
- 作者：Jeremy Wohlwend;Ethan R. Elenberg;Samuel Altschul;Shawn Henry;Tao Lei
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
18.Evaluating Lottery Tickets Under Distributional Shifts

机译：分配变动下的彩票评估
- 作者：Shrey Desai;Hongyuan Zhan;Ahmed Aly
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
19.Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study

机译：多语种培训和多树银行学习的跨语言解析：法罗群岛案例研究
- 作者：James Barry;Joachim Wagner;Jennifer Foster
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
20.Inject Rubrics into Short Answer Grading System

机译：向短答案评分系统中注入专栏
- 作者：Tianqi Wang;Naoya Inoue;Hiroki Ouchi;Tomoya Mizumoto;Kentaro Inui
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
21.Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing

机译：通过基于位置的敏感哈希的跨数据集查询进行基于实例的归纳深度传输学习
- 作者：Somnath Basu Roy Chowdhury;K M Annervaz;Ambedkar Dukkipati
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
22.Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages

机译：用于低资源语言的多模式，多语言音素到音素转换
- 作者：James Route;Steven Hillis;Isak C. Etinger;Han Zhang;Alan Black
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
23.Natural Language Generation for Effective Knowledge Distillation

机译：自然语言生成，用于有效的知识提取
- 作者：Raphael Tang;Yao Lu;Jimmy Lin
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
24.Neural Unsupervised Parsing Beyond English

机译：超越英语的神经无监督解析
- 作者：Katharina Kann;Anhad Mohananey;Kyunghyun Cho;Samuel R. Bowman
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
25.Reevaluating Argument Component Extraction in Low Resource Settings

机译：在资源不足的情况下重新评估参数分量提取
- 作者：Anirudh Joshi;Timothy Baldwin;Richard O. Sinnott;Cecile Paris
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
26.Reinforcement-based denoising of distantly supervised NER with partial annotation

机译：具有部分注释的远程监督NER的基于增强的去噪
- 作者：Farhad Nooralahzadeh;Jan Tore Lonning;Lilja Ovrelid
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
27.Samvaadhana : A Telugu Dialogue System in Hospital Domain

机译：对话：医院领域的泰卢固语对话系统
- 作者：Suma Reddy Duggenpudi;Subrahamanvam Varma;Radhika Mamidi
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
28.Towards Zero-resource Cross-lingual Entity Linking

机译：走向零资源的跨语言实体链接
- 作者：Shuyan Zhou;Shruti Rijhwani;Graham Neubig
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
29.Transductive Auxiliary Task Self-Training for Neural Multi-Task Models

机译：神经多任务模型的传导辅助任务自我训练
- 作者：Johannes Bjerva;Katharina Kann;Isabelle Augenstein
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
30.Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval

机译：低资源临时跨语言信息检索的弱监督注意模型
- 作者：Lingjun Zhao;Rabih Zbib;Zhuolin Jiang;Damianos Karakos;Zhongqiang Huang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
31.X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension

机译：X-WikiRE：大量的多语言资源，可将关系提取为机器理解
- 作者：Mostafa Abdou;Cezar Sas;Rahul Aralikatte;Isabelle Augenstein;Anders Sogaard
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
32.Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages

机译：低资源语言的零射跨语言名称检索
- 作者：Kevin Blissett;Heng Ji
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
33.Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations

机译：带有预训练多语言句子表示的零镜头依赖项解析
- 作者：Ke Tran;Arianna Bisazza
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
34.Introduction

机译：介绍
- 作者：Colin Cherry;Greg Durrett;George Foster;Reza Haffari;Shahram Khadivi;Nanyun Peng;Xiang Ren;Swabha Swayamdipta
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
35.Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval

机译：低资源ad-hoc交叉语言信息检索的弱势监督
- 作者：Lingjun Zhao;Rabih Zbib;Zhuolin Jiang;Damianos Karakos;Zhongqiang Huang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
36.Reevaluating Argument Component Extraction in Low Resource Settings

机译：在低资源设置中重新评估参数组件提取
- 作者：Anirudh Joshi;Timothy Baldwin;Richard O. Sinnott;Cecile Paris
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
37.Natural Language Generation for Effective Knowledge Distillation

机译：自然语言生成有效知识蒸馏
- 作者：Raphael Tang;Yao Lu;Jimmy Lin
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
38.Inject Rubrics into Short Answer Grading System

机译：将rubrics注入短答评分系统
- 作者：Tianqi Wang;Naoya Inoue;Hiroki Ouchi;Tomoya Mizumoto;Kentaro Inui
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
39.Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings

机译：在低数据设置中为高效的自然语言理解而蒸馏
- 作者：Luke Melas-Kyriazi;George Han;Celine Liang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
40.Domain Adaptation with BERT-based Domain Classification and Data Selection

机译：域适应基于BERT的域分类和数据选择
- 作者：Xiaofei Ma;Peng Xu;Zhiguo Wang;Ramesh Nallapati;Bing Xiang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
41.Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing

机译：跨数据集查询局部敏感散列的基于实例的归纳深度传输
- 作者：Somnath Basu Roy Chowdhury;K M Annervaz;Ambedkar Dukkipati
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
42.Deep Bidirectional Transformers for Relation Extraction without Supervision

机译：无监督的深度双向变压器，无需监督
- 作者：Yannis Papanikolaou;Ian Roberts;Andrea Pierleoni
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
43.Samvaadhana : A Telugu Dialogue System in Hospital Domain

机译：包括：Telugu对话系统伤害域名
- 作者：Suma Reddy Duggenpudi;Subrahamanvam Varma;Radhika Mamidi
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
44.A logical-based corpus for cross-lingual evaluation

机译：基于逻辑的交叉评估语料库
- 作者：Felipe Salvatore;Marcelo Finger;R. Hirata
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
45.Neural Unsupervised Parsing Beyond English

机译：神经无人监督超越英语
- 作者：Katharina Kann;Anhad Mohananey;Kyunghyun Cho;Samuel R. Bowman
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
46.Evaluating Lottery Tickets Under Distributional Shifts

机译：评估分类班次下的彩票票
- 作者：Shrey Desai;Hongyuan Zhan;Ahmed Aly
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
47.Towards Zero-resource Cross-lingual Entity Linking

机译：朝向零资源交叉单位实体链接
- 作者：Shuyan Zhou;Shruti Rijhwani;Graham Neubig
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
48.X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension

机译：X-WIKIRE：作为机器理解的关系提取的大型多语言资源
- 作者：Mostafa Abdou;Cezar Sas;Rahul Aralikatte;Isabelle Augenstein;Anders Sogaard
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
49.Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual

机译：通过安装残差，Unlearn DataSet偏置自然语言推断
- 作者：He He;Sheng Zha;Haohan Wang
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
50.A Comparative Analysis of Unsupervised Language Adaptation Methods

机译：无监督语言适应方法的比较分析
- 作者：Gil Rocha;Henrique Lopes Cardoso
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
51.Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study

机译：与多格兰特训练和多桌子学习的交叉解析：Faroese案例研究
- 作者：James Barry;Joachim Wagner;Jennifer Foster
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
52.Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages

机译：低资源语言的零拍摄交叉语言名称检索
- 作者：Kevin Blissett;Heng Ji
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
53.Transductive Auxiliary Task Self-Training for Neural Multi-Task Models

机译：用于神经多任务模型的转换辅助任务自我培训
- 作者：Johannes Bjerva;Katharina Kann;Isabelle Augenstein
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
54.From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training

机译：从单语语言常见问题解答助理使用多语种共同培训
- 作者：Mayur Patidar;Surabhi Kumari;Manasi Patwardhan;Shirish Karande Puneet Agarwal;Lovekesh Vig;Gautam Shroff
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
55.Reinforcement-based denoising of distantly supervised NER with partial annotation

机译：基于强化的远定监督，部分注释
- 作者：Farhad Nooralahzadeh;Jan Tore Lonning;Lilja Ovrelid
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
56.Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models

机译：错误的形式：在分布语义模型中比较基于上下文和基于形式的少量拍摄学习
- 作者：Jeroen Van Hautte;Guy Emerson;Marek Rei
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
57.BERT is Not an Interlingua and the Bias of Tokenization

机译：伯特不是一个interlingua和令牌化的偏见
- 作者：Jasdeep Singh;Bryan McCann;Caiming Xiong;Richard Socher
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
58.Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention

机译：通过释义注意力的快速域改编语义解析器
- 作者：Avik Ray;Yilin Shen;Hongxia Jin
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
59.A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification

机译：仔细看看几秒目的分类的特征空间数据增强
- 作者：Varun Kumar;Hadrien Glaude;Cyprien de Lichy;Wlliam Campbell
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
60.Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations

机译：使用预先接受训练的多语言句子表示解析零拍依赖性
- 作者：Ke Tran;Arianna Bisazza
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
61.Metric Learning for Dynamic Text Classification

机译：用于动态文本分类的度量学习
- 作者：Jeremy Wohlwend;Ethan R. Elenberg;Samuel Altschul;Shawn Henry;Tao Lei
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
62.Empirical Evaluation of Active Learning Techniques for Neural MT

机译：神经MT主动学习技术的实证评价
- 作者：Xiangkai Zeng;Sarthak Garg;Rajen Chatterjee;Udhyakumar Nallasamy;Matthias Paulik
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
63.Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages

机译：用于低资源语言的多模式，多语言石墨对 - 音素转换
- 作者：James Route;Steven Hillis;Isak C. Etinger;Han Zhang;Alan Black
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
64.Few-Shot and Zero-Shot Learning for Historical Text Normalization

机译：历史文本规范化的几次射击和零射击学习
- 作者：Marcel Bollmann;Natalia Korchagina;Anders Sogaard
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
65.Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining

机译：跨语言联合实体和Word嵌入改善实体链接和并行句挖掘
- 作者：Xiaoman Pan;Thamme Gowda;Heng Ji;Jonathan May;Scott Miller
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年
66.Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning

机译：词汇袋迁移：用于多任务学习的非语境技术
- 作者：Seth Ebner;Felicity Wang;Benjamin Van Durme
- 会议名称：《Workshop on deep learing approaches for low-resource natural language processing》 | 2019年