CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP

11 June 2020

Libo Qin

Minheng Ni

Yue Zhang

Wanxiang Che

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Papers citing "CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP"

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Title
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Chenyu You Luo Si KELM 40 18 0 22 Nov 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 29 21 0 11 Oct 2021
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 130 271 0 05 Oct 2021
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 40 2 0 29 Sep 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking Nikita Moghe Mark Steedman Alexandra Birch 33 13 0 28 Sep 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo Linjun Shou J. Pei Ming Gong Mingxing Xu Zhiyong Wu Daxin Jiang 29 5 0 03 Sep 2021
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER Ran Zhou Xin Li Ruidan He Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 34 95 0 31 Aug 2021
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers Pavel Přibáň J. Steinberger 36 11 0 24 Aug 2021
Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng Li Dong Shaohan Huang Wenhui Wang Zewen Chi Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei 19 58 0 15 Jun 2021
Cross-lingual Text Classification with Heterogeneous Graph Neural Network ZiYun Wang Xuan Liu Pei-Yin Yang Shixing Liu Zhisheng Wang 31 32 0 24 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 39 799 0 07 May 2021
XeroAlign: Zero-Shot Cross-lingual Transformer Alignment Milan Gritta Ignacio Iacobacci 25 19 0 06 May 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Kuan-Hao Huang Wasi Uddin Ahmad Nanyun Peng Kai-Wei Chang AAML 97 34 0 17 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 23 32 0 17 Apr 2021
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages Garry Kuwanto Afra Feyza Akyürek Isidora Chara Tourni Siyang Li Alex Jones Derry Wijaya 27 5 0 24 Mar 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 51 41 0 13 Mar 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin Tianbao Xie Wanxiang Che Ting Liu VLM 23 89 0 04 Mar 2021
A survey of joint intent detection and slot-filling models in natural language understanding H. Weld Xiaoqi Huang Siqi Long Josiah Poon S. Han VLM 9 1 0 20 Jan 2021
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 13 107 0 01 Nov 2020
DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries Aditi Chaudhary K. Raman Krishna Srinivasan Jiecao Chen 35 24 0 23 Oct 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu Genta Indra Winata Peng Xu Zhaojiang Lin Pascale Fung 18 14 0 30 Sep 2020
Syntax-aware Data Augmentation for Neural Machine Translation Sufeng Duan Hai Zhao Dongdong Zhang Rui-cang Wang 21 16 0 29 Apr 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017