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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 3 4 Hits 1 – 20 of 77 1 Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset ... Yu, Tiezheng; Frieske, Rita; Xu, Peng. - : arXiv, 2022 BASE Show details 2 ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation ... Lovenia, Holy; Cahyawijaya, Samuel; Winata, Genta Indra. - : arXiv, 2021 BASE Show details 3 Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation ... Liu, Zihan; Winata, Genta Indra; Fung, Pascale. - : arXiv, 2021 BASE Show details 4 Language Models are Few-shot Multilingual Learners ... Winata, Genta Indra; Madotto, Andrea; Lin, Zhaojiang. - : arXiv, 2021 BASE Show details 5 BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling ... Lin, Zhaojiang; Madotto, Andrea; Winata, Genta Indra. - : arXiv, 2021 BASE Show details 6 Are Multilingual Models Effective in Code-Switching? ... Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan. - : arXiv, 2021 BASE Show details 7 IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Sebastian; Bahar, Syafri. - : Underline Science Inc., 2021 BASE Show details 8 Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dai, Wenliang; Fung, Pascale. - : Underline Science Inc., 2021 BASE Show details 9 Zero-Shot Dialogue State Tracking via Cross-Task Transfer ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cho, Eunjoon; Crook, Paul. - : Underline Science Inc., 2021 BASE Show details 10 XPersona: Evaluating Multilingual Personalized Chatbot ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Zihan; Bang, Yejin. - : Underline Science Inc., 2021 BASE Show details 11 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 12 Learning Fast Adaptation on Cross-Accented Speech Recognition ... Winata, Genta Indra; Cahyawijaya, Samuel; Liu, Zihan. - : arXiv, 2020 BASE Show details 13 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 14 XPersona: Evaluating Multilingual Personalized Chatbot ... Lin, Zhaojiang; Liu, Zihan; Winata, Genta Indra. - : arXiv, 2020 BASE Show details 15 Meta-Transfer Learning for Code-Switched Speech Recognition ... Winata, Genta Indra; Cahyawijaya, Samuel; Lin, Zhaojiang. - : arXiv, 2020 BASE Show details 16 On the Importance of Word Order Information in Cross-lingual Sequence Labeling ... Liu, Zihan; Winata, Genta Indra; Cahyawijaya, Samuel. - : arXiv, 2020 BASE Show details 17 Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction Costa-jussà, Marta R.; España-Bonet, Cristina; Fung, Pascale... In: Computational Linguistics, Vol 46, Iss 2, Pp 249-255 (2020) (2020) BASE Show details 18 Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems ... Liu, Zihan; Winata, Genta Indra; Lin, Zhaojiang; Xu, Peng; Fung, Pascale. - : arXiv, 2019 Abstract: Recently, data-driven task-oriented dialogue systems have achieved promising performance in English. However, developing dialogue systems that support low-resource languages remains a long-standing challenge due to the absence of high-quality data. In order to circumvent the expensive and time-consuming data collection, we introduce Attention-Informed Mixed-Language Training (MLT), a novel zero-shot adaptation method for cross-lingual task-oriented dialogue systems. It leverages very few task-related parallel word pairs to generate code-switching sentences for learning the inter-lingual semantics across languages. Instead of manually selecting the word pairs, we propose to extract source words based on the scores computed by the attention layer of a trained English task-related model and then generate word pairs using existing bilingual dictionaries. Furthermore, intensive experiments with different cross-lingual embeddings demonstrate the effectiveness of our approach. Finally, with very few word pairs, our ... : Accepted as an oral presentation in AAAI 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/1911.09273 https://dx.doi.org/10.48550/arxiv.1911.09273 BASE Hide details 19 Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables ... Liu, Zihan; Shin, Jamin; Xu, Yan. - : arXiv, 2019 BASE Show details 20 Towards Universal End-to-End Affect Recognition from Multilingual Speech by ConvNets ... Bertero, Dario; Kampman, Onno; Fung, Pascale. - : arXiv, 2019 BASE Show details Page: 1 2 3 4

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