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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; Chaudhary, Vishrav; Goyal, Naman; Guzmán, Francisco; Fung, Pascale; Koehn, Philipp; Diab, Mona. - : arXiv, 2021 Abstract: The scarcity of parallel data is a major obstacle for training high-quality machine translation systems for low-resource languages. Fortunately, some low-resource languages are linguistically related or similar to high-resource languages; these related languages may share many lexical or syntactic structures. In this work, we exploit this linguistic overlap to facilitate translating to and from a low-resource language with only monolingual data, in addition to any parallel data in the related high-resource language. Our method, NMT-Adapt, combines denoising autoencoding, back-translation and adversarial objectives to utilize monolingual data for low-resource adaptation. We experiment on 7 languages from three different language families and show that our technique significantly improves translation into low-resource language compared to other translation baselines. ... : ACL 2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2105.15071 https://dx.doi.org/10.48550/arxiv.2105.15071 BASE Hide 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. - : arXiv, 2020 BASE Show 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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