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
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction Dongming Sheng Kexin Han Hao Li Yan Zhang Yucheng Huang Jun Lang Wenqiang Liu 41 0 0 24 Jan 2025
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 34 1 0 24 Jun 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching Zhuoran Li Chunming Hu J. Chen Zhijun Chen Xiaohui Guo Richong Zhang 37 2 0 19 Jun 2024
HC $^2$ L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding Bowen Xing Ivor W. Tsang VLM 43 1 0 10 May 2024
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Jianyu Zheng Fengfei Fan Jianquan Li 31 2 0 25 Apr 2024
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts Hoang Nguyen Chenwei Zhang Ye Liu Natalie Parde Eugene Rohrbaugh Philip S. Yu 52 1 0 19 Apr 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander Fraser 41 10 0 09 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 55 36 0 07 Apr 2024
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator Xiaoyu Qiu Yuechen Wang Jiaxin Shi Wen-gang Zhou Houqiang Li LRM 51 2 0 19 Mar 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning Zhitao He Pengfei Cao Zhuoran Jin Yubo Chen Kang Liu Qing Cui Mengshu Sun Jun Zhao 22 2 0 05 Mar 2024
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages Muhammad Farid Adilazuarda Samuel Cahyawijaya Genta Indra Winata Pascale Fung Ayu Purwarianti 47 11 0 21 Nov 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages Libo Qin Qiguang Chen Fuxuan Wei Shijue Huang Wanxiang Che LRM 30 72 0 23 Oct 2023
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 31 0 0 07 Oct 2023
I $^2$ KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding Tianjun Mao Chenghong Zhang VLM 35 0 0 04 Oct 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 36 4 0 19 Sep 2023
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling Zhanyu Ma Jian Ye Shuang Cheng 28 1 0 05 Aug 2023
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration Hoang Nguyen Chenwei Zhang Tao Zhang Eugene Rohrbaugh Philip S. Yu 14 7 0 10 Jul 2023
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages Qiaolin Gou Zehua Xia Wen-Hau Du 30 0 0 24 May 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling E. Razumovskaia Ivan Vulić Anna Korhonen 35 2 0 22 May 2023
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer Shuang Li Xuming Hu Aiwei Liu Yawen Yang Fukun Ma Philip S. Yu Lijie Wen 33 4 0 22 May 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
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding Libo Qin Qiguang Chen Xiao Xu Yunlong Feng Wanxiang Che ELM VLM 22 4 0 17 May 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding Wenbo Pan Qiguang Chen Xiao Xu Wanxiang Che Libo Qin 32 43 0 09 Apr 2023
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets I. Bojić Josef Halim Verena Suharman Sreeja Tar Qi Chwen Ong Duy Phung Mathieu Ravaut Shafiq R. Joty Josip Car FedML 32 3 0 02 Apr 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 23 8 0 27 Mar 2023
Few-shot Multimodal Multitask Multilingual Learning Aman Chadha Vinija Jain 53 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 38 26 0 29 Jan 2023
HanoiT: Enhancing Context-aware Translation via Selective Context Jian Yang Yuwei Yin Shuming Ma Liqun Yang Hongcheng Guo Haoyang Huang Dongdong Zhang Yutao Zeng Zhoujun Li Furu Wei 32 5 0 17 Jan 2023
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding Bo Zheng Zhouyang Li Fuxuan Wei Qiguang Chen Libo Qin Wanxiang Che 20 3 0 05 Jan 2023
FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks Weilong Dong Xinwei Wu Junzhuo Li Shuangzhi Wu Chao Bian Deyi Xiong FedML 34 6 0 16 Dec 2022
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 31 10 0 07 Dec 2022
Automatic Identification of Motivation for Code-Switching in Speech Transcripts Ritu Belani Jeffrey Flanigan 25 0 0 30 Nov 2022
Language Agnostic Code-Mixing Data Augmentation by Predicting Linguistic Patterns Shuyue Stella Li Kenton W. Murray 29 4 0 14 Nov 2022
Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities Khyathi Raghavi Chandu A. Geramifard 40 3 0 30 Oct 2022
Progressive Sentiment Analysis for Code-Switched Text Data Sudhanshu Ranjan Dheeraj Mekala Jingbo Shang 29 4 0 25 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse Fenia Christopoulou Ignacio Iacobacci 37 9 0 22 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 40 8 0 18 Oct 2022
Text Summarization with Oracle Expectation Yumo Xu Mirella Lapata VLM 19 4 0 26 Sep 2022
Improving the Cross-Lingual Generalisation in Visual Question Answering Farhad Nooralahzadeh Rico Sennrich 32 5 0 07 Sep 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation Yongkang Liu Shi Feng Daling Wang Yifei Zhang 24 8 0 18 Aug 2022
Few-shot News Recommendation via Cross-lingual Transfer Taicheng Guo Lu Yu B. Shihada Xiangliang Zhang 31 10 0 28 Jul 2022
Enhancing Cross-lingual Transfer by Manifold Mixup Huiyun Yang Huadong Chen Hao Zhou Lei Li AAML 18 44 0 09 May 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding Shining Liang Linjun Shou Jian Pei Ming Gong Wanli Zuo Xianglin Zuo Daxin Jiang 27 7 0 07 May 2022
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models Ravindra Nayak Raviraj Joshi 20 39 0 18 Apr 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding Libo Qin Qiguang Chen Tianbao Xie Qixin Li Jian-Guang Lou Wanxiang Che MingSung Kan 33 28 0 18 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 29 2 0 12 Apr 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding Milan Gritta Ruoyu Hu Ignacio Iacobacci 31 12 0 18 Mar 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 38 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 33 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 174 86 0 06 Dec 2021