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[1] Fei-FeiLi,et al. One-Shot Learning of Object Categories , 2006 .
[2] Eva Schlinger,et al. How Multilingual is Multilingual BERT? , 2019, ACL.
[3] Yonatan Belinkov,et al. Linguistic Knowledge and Transferability of Contextual Representations , 2019, NAACL.
[4] Graham Neubig,et al. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization , 2020, ICML.
[5] Yue Wang,et al. Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? , 2020, ECCV.
[6] Alex Wang,et al. What do you learn from context? Probing for sentence structure in contextualized word representations , 2019, ICLR.
[7] Yoshua Bengio,et al. A Closer Look at Memorization in Deep Networks , 2017, ICML.
[8] Jason Baldridge,et al. PAWS: Paraphrase Adversaries from Word Scrambling , 2019, NAACL.
[9] Sergey Levine,et al. Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks , 2017, ICML.
[10] Mark Dredze,et al. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT , 2019, EMNLP.
[11] Iryna Gurevych,et al. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging , 2017, EMNLP.
[12] Dan Klein,et al. Multilingual Alignment of Contextual Word Representations , 2020, ICLR.
[13] Goran Glavaš,et al. From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers , 2020, EMNLP.
[14] Wanxiang Che,et al. FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding , 2020, ArXiv.
[15] Gregory R. Koch,et al. Siamese Neural Networks for One-Shot Image Recognition , 2015 .
[16] Jason Baldridge,et al. Learning a Part-of-Speech Tagger from Two Hours of Annotation , 2013, NAACL.
[17] Samuel R. Bowman,et al. A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference , 2017, NAACL.
[18] Han He,et al. Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT , 2019, FLAIRS.
[19] Rico Sennrich,et al. Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation , 2020, WMT.
[20] Guillaume Lample,et al. Cross-lingual Language Model Pretraining , 2019, NeurIPS.
[21] Trevor Cohn,et al. Massively Multilingual Transfer for NER , 2019, ACL.
[22] George Kurian,et al. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation , 2016, ArXiv.
[23] Noah A. Smith,et al. The Multilingual Amazon Reviews Corpus , 2020, EMNLP.
[24] Jaime G. Carbonell,et al. A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers , 2019, EMNLP.
[25] Richard S. Zemel,et al. Prototypical Networks for Few-shot Learning , 2017, NIPS.
[26] Stefano Soatto,et al. A Baseline for Few-Shot Image Classification , 2019, ICLR.
[27] Gerard de Melo,et al. A Robust Self-Learning Framework for Cross-Lingual Text Classification , 2019, EMNLP.
[28] Ming-Wei Chang,et al. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.
[29] Sebastian Ruder,et al. Universal Language Model Fine-tuning for Text Classification , 2018, ACL.
[30] Jason Baldridge,et al. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification , 2019, EMNLP.
[31] Mirella Lapata,et al. Bootstrapping a Crosslingual Semantic Parser , 2020, FINDINGS.
[32] Heng Ji,et al. Cross-lingual Name Tagging and Linking for 282 Languages , 2017, ACL.
[33] Yichao Lu,et al. Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings , 2020, EMNLP.
[34] Holger Schwenk,et al. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond , 2018, Transactions of the Association for Computational Linguistics.
[35] Holger Schwenk,et al. A Corpus for Multilingual Document Classification in Eight Languages , 2018, LREC.
[36] Sampo Pyysalo,et al. Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection , 2020, LREC.
[37] Lei Yu,et al. Learning and Evaluating General Linguistic Intelligence , 2019, ArXiv.
[38] Alan Ritter,et al. Model Selection for Cross-Lingual Transfer using a Learned Scoring Function , 2020, ArXiv.
[39] R'emi Louf,et al. HuggingFace's Transformers: State-of-the-art Natural Language Processing , 2019, ArXiv.
[40] Yu-Chiang Frank Wang,et al. A Closer Look at Few-shot Classification , 2019, ICLR.
[41] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[42] Dietrich Klakow,et al. Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages , 2020, EMNLP.
[43] Natalia Gimelshein,et al. PyTorch: An Imperative Style, High-Performance Deep Learning Library , 2019, NeurIPS.
[44] Mikel Artetxe,et al. On the Cross-lingual Transferability of Monolingual Representations , 2019, ACL.
[45] Eneko Agirre,et al. A Call for More Rigor in Unsupervised Cross-lingual Learning , 2020, ACL.
[46] Orith Toledo-Ronen,et al. Multilingual Argument Mining: Datasets and Analysis , 2020, FINDINGS.
[47] Quoc V. Le,et al. Semi-supervised Sequence Learning , 2015, NIPS.
[48] Lei Zhang,et al. Sentiment Analysis and Opinion Mining , 2017, Encyclopedia of Machine Learning and Data Mining.
[49] Yejin Choi,et al. Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics , 2020, EMNLP.
[50] Trevor Darrell,et al. Frustratingly Simple Few-Shot Object Detection , 2020, ICML.
[51] Ali Farhadi,et al. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping , 2020, ArXiv.
[52] Sebastian Ruder,et al. MultiFiT: Efficient Multi-lingual Language Model Fine-tuning , 2019, EMNLP/IJCNLP.
[53] Zhihan Zhou,et al. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network , 2020, ACL.
[54] Philipp Koehn,et al. Synthesis Lectures on Human Language Technologies , 2016 .