XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering

27 May 2019

Papers citing "XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering"

42 / 42 papers shown

Title
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? Pinzhen Chen Simon Yu Zhicheng Guo Barry Haddow ELM 112 3 0 18 Jun 2024
QOG:Question and Options Generation based on Language Model Jincheng Zhou 80 3 0 18 Jun 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer Seong Hoon Lim Taejun Yun Jinhyeon Kim Jihun Choi Taeuk Kim 86 2 0 21 Feb 2024
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors Shuyue Stella Li Beining Xu Xiangyu Zhang Hexin Liu Wen-Han Chao Leibny Paola García SSL 49 4 0 27 Nov 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity Taejun Yun Jinhyeon Kim Deokyeong Kang Seong Hoon Lim Jihoon Kim Taeuk Kim 81 0 0 26 Oct 2023
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation C. Carrino Carlos Escolano José A. R. Fonollosa 75 1 0 29 Sep 2023
Measuring Spurious Correlation in Classification: 'Clever Hans' in Translationese Angana Borah Daria Pylypenko C. España-Bonet Josef van Genabith 59 5 0 25 Aug 2023
Probabilistic Linguistic Knowledge and Token-level Text Augmentation Zhengxiang Wang 60 0 0 29 Jun 2023
Cross-Lingual Cross-Age Group Adaptation for Low-Resource Elderly Speech Emotion Recognition Samuel Cahyawijaya Holy Lovenia Willy Chung Rita Frieske Zihan Liu Pascale Fung 108 1 0 26 Jun 2023
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages Qiaolin Gou Zehua Xia Wen-Hau Du 73 0 0 24 May 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data Robert Litschko Ekaterina Artemova Barbara Plank 70 5 0 09 May 2023
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classifying Common Mental Illnesses on Social Media Posts Pratinav Seth Mihir Agarwal AI4MH 60 1 0 10 Apr 2023
Adapting Multilingual Speech Representation Model for a New, Underresourced Language through Multilingual Fine-tuning and Continued Pretraining Karol Nowakowski M. Ptaszynski Kyoko Murasaki Jagna Nieuwazny 49 27 0 18 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 47 4 0 05 Jan 2023
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? Kwabena Amponsah-Kaakyire Daria Pylypenko Josef van Genabith C. España-Bonet 62 7 0 24 Oct 2022
Improved Text Classification via Test-Time Augmentation H. Lu Divya Shanmugam Harini Suresh John Guttag ViT 52 11 0 27 Jun 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System Chia-Chien Hung Tommaso Green Robert Litschko Tornike Tsereteli Sotaro Takeshita Marco Bombieri Goran Glavaš Simone Paolo Ponzetto RALM LRM 64 2 0 30 May 2022
Persian Natural Language Inference: A Meta-learning approach Heydar Soudani Mohammadreza Mojab H. Beigy 94 1 0 18 May 2022
Towards Debiasing Translation Artifacts Koel Dutta Chowdhury Rricha Jalota C. España-Bonet Josef van Genabith 77 6 0 16 May 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness Shujian Zhang Chengyue Gong Xingchao Liu Pengcheng He Weizhu Chen Mingyuan Zhou 100 26 0 10 May 2022
Enhancing Cross-lingual Transfer by Manifold Mixup Huiyun Yang Huadong Chen Hao Zhou Lei Li AAML 62 45 0 09 May 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 65 10 0 11 Apr 2022
Agent Smith: Teaching Question Answering to Jill Watson Ashok K. Goel Harsh Sikka Eric Gregori 15 6 0 22 Dec 2021
From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 59 16 0 09 Dec 2021
Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching Zhengxiang Wang 37 2 0 29 Nov 2021
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP Gözde Gül Sahin 68 34 0 18 Nov 2021
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 83 2 0 29 Sep 2021
Data Augmentation Methods for Anaphoric Zero Pronouns Abdulrahman Aloraini Massimo Poesio 73 5 0 20 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 97 99 0 31 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 55 58 0 15 Jun 2021
Knowing More About Questions Can Help: Improving Calibration in Question Answering Shujian Zhang Chengyue Gong Eunsol Choi UQLM 103 59 0 02 Jun 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 119 831 0 07 May 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing Arash Einolghozati Abhinav Arora Lorena Sainz-Maza Lecanda Anuj Kumar Sonal Gupta 112 9 0 26 Jan 2021
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining Zijun Sun Chun Fan Xiaofei Sun Yuxian Meng Leilei Gan Jiwei Li 54 9 0 17 Nov 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation Junhao Liu Linjun Shou J. Pei Ming Gong Min Yang Daxin Jiang 70 13 0 27 Oct 2020
BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context Jean-Philippe Corbeil Hadi Abdi Ghadivel 38 28 0 25 Sep 2020
LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification Erfan Ghadery Marie-Francine Moens 52 13 0 07 May 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension Fei Yuan Linjun Shou X. Bai Ming Gong Yaobo Liang Nan Duan Yan Fu Daxin Jiang 88 23 0 29 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual pool Uma Roy Noah Constant Rami Al-Rfou Aditya Barua Aaron B. Phillips Yinfei Yang RALM 65 56 0 11 Apr 2020
Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe Gorka Labaka Eneko Agirre 65 121 0 09 Apr 2020
Reinforced Multi-task Approach for Multi-hop Question Generation D. Gupta Hardik Chauhan Akella Ravi Tej Asif Ekbal P. Bhattacharyya RALM LRM 74 23 0 05 Apr 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 230 6,616 0 05 Nov 2019