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
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding Dongyang Li Taolin Zhang Jiali Deng Longtao Huang Chengyu Wang Xiaofeng He Hui Xue 29 1 0 24 Jun 2024
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages Muhammad Farid Adilazuarda Samuel Cahyawijaya Genta Indra Winata Pascale Fung Ayu Purwarianti 35 11 0 21 Nov 2023
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction Hao Fei Meishan Zhang M. Zhang Tat-Seng Chua 24 5 0 20 May 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 21 8 0 27 Mar 2023
Few-shot Multimodal Multitask Multilingual Learning Aman Chadha Vinija Jain 34 0 0 19 Feb 2023
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation Zhiqi Huang Puxuan Yu James Allan VLM 19 26 0 29 Jan 2023
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Jun-Yu Ma Beiduo Chen Jia-Chen Gu Zhen-Hua Ling Wu Guo Quan Liu Zhigang Chen Cong Liu 29 10 0 07 Dec 2022
Progressive Sentiment Analysis for Code-Switched Text Data Sudhanshu Ranjan Dheeraj Mekala Jingbo Shang 14 3 0 25 Oct 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Kunbo Ding Weijie Liu Yuejian Fang Weiquan Mao Zhe Zhao Tao Zhu Haoyan Liu Rong Tian Yiren Chen 22 8 0 18 Oct 2022
Improving the Cross-Lingual Generalisation in Visual Question Answering Farhad Nooralahzadeh Rico Sennrich 19 5 0 07 Sep 2022
Few-shot News Recommendation via Cross-lingual Transfer Taicheng Guo Lu Yu B. Shihada Xiangliang Zhang 24 10 0 28 Jul 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 23 2 0 12 Apr 2022
Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition A. Hussein Shammur A. Chowdhury Ahmed Abdelali Najim Dehak Ahmed M. Ali Sanjeev Khudanpur 25 11 0 07 Jan 2022
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation Holy Lovenia Samuel Cahyawijaya Genta Indra Winata Peng-Tao Xu Xu Yan ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung 28 32 0 12 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 169 86 0 06 Dec 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq R. Joty Luo Si KELM 35 18 0 22 Nov 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 16 21 0 11 Oct 2021
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers Pavel Přibáň J. Steinberger 28 11 0 24 Aug 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 24 796 0 07 May 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 38 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 17 89 0 04 Mar 2021
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 165 1,634 0 11 Oct 2017