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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. - : 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; Winata, Genta Indra; Xu, Peng; Madotto, Andrea; Fung, Pascale. - : arXiv, 2019 Abstract: Despite the surging demands for multilingual task-oriented dialog systems (e.g., Alexa, Google Home), there has been less research done in multilingual or cross-lingual scenarios. Hence, we propose a zero-shot adaptation of task-oriented dialogue system to low-resource languages. To tackle this challenge, we first use a set of very few parallel word pairs to refine the aligned cross-lingual word-level representations. We then employ a latent variable model to cope with the variance of similar sentences across different languages, which is induced by imperfect cross-lingual alignments and inherent differences in languages. Finally, the experimental results show that even though we utilize much less external resources, our model achieves better adaptation performance for natural language understanding task (i.e., the intent detection and slot filling) compared to the current state-of-the-art model in the zero-shot scenario. ... : Accepted in EMNLP 2019 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.1911.04081 https://arxiv.org/abs/1911.04081 BASE Hide 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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