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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 33 1 Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation ... Liu, Zihan; Winata, Genta Indra; Fung, Pascale. - : arXiv, 2021 BASE Show details 2 Language Models are Few-shot Multilingual Learners ... Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang. - : arXiv, 2021 BASE Show details 3 BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling ... Lin, Zhaojiang; Madotto, Andrea; Winata, Genta Indra. - : arXiv, 2021 BASE Show details 4 Are Multilingual Models Effective in Code-Switching? ... Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan. - : arXiv, 2021 BASE Show details 5 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ... Ko, Wei-Jen; El-Kishky, Ahmed; Renduchintala, Adithya. - : arXiv, 2021 BASE Show details 6 Learning Fast Adaptation on Cross-Accented Speech Recognition ... Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan. - : arXiv, 2020 BASE Show details 7 Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning ... Liu, Zihan; Winata, Genta Indra; Madotto, Andrea. - : arXiv, 2020 BASE Show details 8 XPersona: Evaluating Multilingual Personalized Chatbot ... Lin, Zhaojiang; Liu, Zihan; Winata, Genta Indra. - : arXiv, 2020 BASE Show details 9 Meta-Transfer Learning for Code-Switched Speech Recognition ... Winata, Genta Indra; Cahyawijaya, Samuel; Lin, Zhaojiang. - : arXiv, 2020 BASE Show details 10 On the Importance of Word Order Information in Cross-lingual Sequence Labeling ... Liu, Zihan; Winata, Genta Indra; Cahyawijaya, Samuel; Madotto, Andrea; Lin, Zhaojiang; Fung, Pascale. - : arXiv, 2020 Abstract: Word order variances generally exist in different languages. In this paper, we hypothesize that cross-lingual models that fit into the word order of the source language might fail to handle target languages. To verify this hypothesis, we investigate whether making models insensitive to the word order of the source language can improve the adaptation performance in target languages. To do so, we reduce the source language word order information fitted to sequence encoders and observe the performance changes. In addition, based on this hypothesis, we propose a new method for fine-tuning multilingual BERT in downstream cross-lingual sequence labeling tasks. Experimental results on dialogue natural language understanding, part-of-speech tagging, and named entity recognition tasks show that reducing word order information fitted to the model can achieve better zero-shot cross-lingual performance. Furthermore, our proposed methods can also be applied to strong cross-lingual baselines, and improve their ... : Accepted in AAAI-2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2001.11164 https://dx.doi.org/10.48550/arxiv.2001.11164 BASE Hide details 11 Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems ... Liu, Zihan; Winata, Genta Indra; Lin, Zhaojiang. - : arXiv, 2019 BASE Show details 12 Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables ... Liu, Zihan; Shin, Jamin; Xu, Yan. - : arXiv, 2019 BASE Show details 13 Towards Universal End-to-End Affect Recognition from Multilingual Speech by ConvNets ... Bertero, Dario; Kampman, Onno; Fung, Pascale. - : arXiv, 2019 BASE Show details 14 Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences ... Winata, Genta Indra; Madotto, Andrea; Wu, Chien-Sheng. - : arXiv, 2019 BASE Show details 15 Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition ... Winata, Genta Indra; Lin, Zhaojiang; Shin, Jamin. - : arXiv, 2019 BASE Show details 16 GlobalTrait: Personality Alignment of Multilingual Word Embeddings ... Siddique, Farhad Bin; Bertero, Dario; Fung, Pascale. - : arXiv, 2018 BASE Show details 17 Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling ... Winata, Genta Indra; Madotto, Andrea; Wu, Chien-Sheng. - : arXiv, 2018 BASE Show details 18 Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems ... Madotto, Andrea; Wu, Chien-Sheng; Fung, Pascale. - : arXiv, 2018 BASE Show details 19 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ... Winata, Genta Indra; Wu, Chien-Sheng; Madotto, Andrea. - : arXiv, 2018 BASE Show details 20 Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ... Winata, Genta Indra; Madotto, Andrea; Wu, Chien-Sheng. - : arXiv, 2018 BASE Show details Page: 1 2

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