Fetching the paper…
Reading the bibliography…
Pre-trained multilingual language encoders, such as multilingual BERT and XLM-R, show great potential for zero-shot cross-lingual transfer.
Infoxlm: An information-theoretic framework for cross-lingual language model pre-training
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, and Ming Zhou. 2020 · 2007
Earlier work this paper cites.
Language-agnostic BERT sentence embedding
Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, and Wei Wang. 2020 · 2007
Earlier work this paper cites.
Cross-lingual transfer of semantic role labeling models
Mikhail Kozhevnikov and Ivan Titov. 2013 · 2013
Earlier work this paper cites.
Exploiting similarities among languages for machine translation
Tomás Mikolov, Quoc V. Le, and Ilya Sutskever. 2013 · 2013
Earlier work this paper cites.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Earlier work this paper cites.
Explaining and harnessing adversarial examples
Ian J. Goodfellow, Jonathon Shlens, and Christian Szegedy. 2015 · 2015
Earlier work this paper cites.
Counter-fitting word vectors to linguistic constraints
Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, and Steve J. Young. 2016 · 2016
Earlier work this paper cites.
Learning bilingual word embeddings with (almost) no bilingual data
Mikel Artetxe, Gorka Labaka, and Eneko Agirre. 2017 · 2017
Earlier work this paper cites.
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors
Patrick Littell, David R. Mortensen, Ke Lin, Katherine Kairis, Carlisle Turner, and Lori S. Levin. 2017 · 2017
Earlier work this paper cites.
Offline bilingual word vectors, orthogonal transformations and the inverted softmax
Samuel L. Smith, David H. P. Turban, Steven Hamblin, and Nils Y. Hammerla. 2017 · 2017
Earlier work this paper cites.
Generating natural language adversarial examples
Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, Bo-Jhang Ho, Mani B. Srivastava, and Kai-Wei Chang. 2018 · 2018
Earlier work this paper cites.
XNLI: evaluating cross-lingual sentence representations
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018
Earlier work this paper cites.
Hotflip: White-box adversarial examples for text classification
Javid Ebrahimi, Anyi Rao, Daniel Lowd, and Dejing Dou. 2018 · 2018
Earlier work this paper cites.
Adversarial example generation with syntactically controlled paraphrase networks
Mohit Iyyer, John Wieting, Kevin Gimpel, and Luke Zettlemoyer. 2018 · 2018
Earlier work this paper cites.
Towards deep learning models resistant to adversarial attacks
Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, and Adrian Vladu. 2018 · 2018
Earlier work this paper cites.
Cross-lingual dependency parsing with unlabeled auxiliary languages
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, and Nanyun Peng. 2019a · 2019
Earlier work this paper cites.
On difficulties of cross-lingual transfer with order differences: A case study on dependency parsing
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, and Nanyun Peng. 2019b · 2019
Earlier work this paper cites.
Context-aware cross-lingual mapping
Hanan Aldarmaki and Mona T. Diab. 2019 · 2019
Earlier work this paper cites.
Certified adversarial robustness via randomized smoothing
Jeremy M. Cohen, Elan Rosenfeld, and J. Zico Kolter. 2019 · 2019
Earlier work this paper cites.
Cross-lingual language model pretraining
Alexis Conneau and Guillaume Lample. 2019 · 2019
Cited alongside, same era.
BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Misspelling oblivious word embeddings
Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, and Fabrizio Silvestri. 2019 · 2019
Cited alongside, same era.
White-to-black: Efficient distillation of black-box adversarial attacks
Yotam Gil, Yoav Chai, Or Gorodissky, and Jonathan Berant. 2019 · 2019
Cited alongside, same era.
Achieving verified robustness to symbol substitutions via interval bound propagation
Po-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer, Dani Yogatama, Sven Gowal, Krishnamurthy Dvijotham, and Pushmeet Kohli. 2019 · 2019
Cited alongside, same era.
Certified robustness to adversarial word substitutions
Is BERT really robust? A strong baseline for natural language attack on text classification and entailment
Di Jin, Zhijing Jin, Joey Tianyi Zhou, and Peter Szolovits. 2020 · 2020
Later among the works it cites.
Robust encodings: A framework for combating adversarial typos
Erik Jones, Robin Jia, Aditi Raghunathan, and Percy Liang. 2020 · 2020
Later among the works it cites.
Cross-lingual ability of multilingual BERT: an empirical study
Karthikeyan K, Zihan Wang, Stephen Mayhew, and Dan Roth. 2020 · 2020
Later among the works it cites.
From zero to hero: On the limitations of zero-shot language transfer with multilingual transformers
Anne Lauscher, Vinit Ravishankar, Ivan Vulic, and Goran Glavas. 2020 · 2020
Later among the works it cites.
MLQA: evaluating cross-lingual extractive question answering
Patrick S. H. Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, and Holger Schwenk. 2020 · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Robin Jia, Aditi Raghunathan, Kerem Göksel, and Percy Liang. 2019 · 2019
Cited alongside, same era.
Neural cross-lingual event detection with minimal parallel resources
Jian Liu, Yubo Chen, Kang Liu, and Jun Zhao. 2019 · 2019
Cited alongside, same era.
Target language-aware constrained inference for cross-lingual dependency parsing
Tao Meng, Nanyun Peng, and Kai-Wei Chang. 2019 · 2019
Cited alongside, same era.
Cross-lingual alignment of contextual word embeddings, with applications to zero-shot dependency parsing
Tal Schuster, Ori Ram, Regina Barzilay, and Amir Globerson. 2019 · 2019
Cited alongside, same era.
Cross-lingual structure transfer for relation and event extraction
Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, and Clare R. Voss. 2019 · 2019
Cited alongside, same era.
PAWS-X: A cross-lingual adversarial dataset for paraphrase identification
Yinfei Yang, Yuan Zhang, Chris Tar, and Jason Baldridge. 2019 · 2019
Cited alongside, same era.
Syntax-enhanced self-attention-based semantic role labeling
Yue Zhang, Rui Wang, and Luo Si. 2019 · 2019
Cited alongside, same era.
Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, and Xipeng Qiu. 2020 · 2020
Later among the works it cites.
XGLUE: A new benchmark datasetfor cross-lingual pre-training, understanding and generation
Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, and Ming Zhou. 2020 · 2020
Later among the works it cites.
Attention-informed mixed-language training for zero-shot cross-lingual task-oriented dialogue systems
Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, and Pascale Fung. 2020 · 2020
Later among the works it cites.
Cosda-ml: Multi-lingual code-switching data augmentation for zero-shot cross-lingual NLP
Libo Qin, Minheng Ni, Yue Zhang, and Wanxiang Che. 2020 · 2020
Later among the works it cites.
Robustness verification for transformers
Zhouxing Shi, Huan Zhang, Kai-Wei Chang, Minlie Huang, and Cho-Jui Hsieh. 2020 · 2020
Later among the works it cites.
SAFER: A structure-free approach for certified robustness to adversarial word substitutions
Mao Ye, Chengyue Gong, and Qiang Liu. 2020 · 2020
Later among the works it cites.
Towards robustness against natural language word substitutions
Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, and Hong Liu. 2021 · 2021
Closest in time.
Word alignment by fine-tuning embeddings on parallel corpora
Zi-Yi Dou and Graham Neubig. 2021 · 2021
Closest in time.
Larger-scale transformers for multilingual masked language modeling
Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, and Alexis Conneau. 2021 · 2021
Closest in time.
Generating syntactically controlled paraphrases without using annotated parallel pairs
Kuan-Hao Huang and Kai-Wei Chang. 2021 · 2021
Closest in time.
Multilingual BERT post-pretraining alignment
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Mo Yu, and Saloni Potdar. 2021 · 2021
Closest in time.
On learning universal representations across languages
Xiangpeng Wei, Yue Hu, Rongxiang Weng, Luxi Xing, Heng Yu, and Weihua Luo. 2021 · 2021
Closest in time.
Defense against synonym substitution-based adversarial attacks via dirichlet neighborhood ensemble
Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, and Xuanjing Huang. 2021 · 2021
Closest in time.