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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 Hits 1 – 19 of 19 1 Examining Scaling and Transfer of Language Model Architectures for Machine Translation ... Zhang, Biao; Ghorbani, Behrooz; Bapna, Ankur. - : arXiv, 2022 BASE Show details 2 Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ... Zhang, Biao; Bapna, Ankur; Johnson, Melvin. - : arXiv, 2021 BASE Show details 3 Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation ... Zhang, Biao; Bapna, Ankur; Sennrich, Rico. - : ICLR, 2021 BASE Show details 4 Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ... Zhang, Biao; Sennrich, Rico. - : ACL Anthology, 2021 BASE Show details 5 On Sparsifying Encoder Outputs in Sequence-to-Sequence Models ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Zhang, Biao. - : Underline Science Inc., 2021 BASE Show details 6 Sparse Attention with Linear Units ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Zhang, Biao. - : Underline Science Inc., 2021 BASE Show details 7 Beyond Sentence-Level End-to-End Speech Translation: Context Helps ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Zhang, Biao. - : Underline Science Inc., 2021 BASE Show details 8 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Fandong; Huang, Degen; Jiang, Hui; Su, Jinsong; Wu, Qingqiang; Zhang, Biao; Zhou, Jie; Zhou, Chulun. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.394 Abstract: Due to the great potential in facilitating software development, code generation has attracted increasing attention recently. Generally, dominant models are Seq2Tree models, which convert the input natural language description into a sequence of tree-construction actions corresponding to the pre-order traversal of an Abstract Syntax Tree (AST). However, such a traversal order may not be suitable for handling all multi-branch nodes. In this paper, we propose to equip the Seq2Tree model with a context-based Branch Selector, which is able to dynamically determine optimal expansion orders of branches for multi-branch nodes. Particularly, since the selection of expansion orders is a non-differentiable multi-step operation, we optimize the selector through reinforcement learning, and formulate the reward function as the difference of model losses obtained through different expansion orders. Experimental results and in-depth analysis on several ... URL: https://dx.doi.org/10.48448/s35r-p284 https://underline.io/lecture/25808-exploring-dynamic-selection-of-branch-expansion-orders-for-code-generation BASE Hide details 9 Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation Zhang, Biao; Bapna, Ankur; Sennrich, Rico... In: Zhang, Biao; Bapna, Ankur; Sennrich, Rico; Firat, Orhan (2021). Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation. In: International Conference on Learning Representations, Virtual, 3 May 2021 - 7 May 2021, ICLR. (2021) BASE Show details 10 ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT'20 Metrics Shared Task Bawden, Rachel; Zhang, Biao; Tättar, Andre... In: Proceedings of the 5th Conference on Machine Translation ; 5th Conference on Machine Translation ; https://hal.archives-ouvertes.fr/hal-02981143 ; 5th Conference on Machine Translation, Nov 2020, Online, Unknown Region (2020) BASE Show details 11 Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation ... Zhang, Biao; Williams, Philip; Titov, Ivan. - : arXiv, 2020 BASE Show details 12 Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation ... Zhang, Biao; Williams, Philip; Titov, Ivan. - : Association for Computational Linguistics, 2020 BASE Show details 13 Adaptive Feature Selection for End-to-End Speech Translation ... Zhang, Biao; Titov, Ivan; Haddow, Barry. - : Association for Computational Linguistics, 2020 BASE Show details 14 Fast Interleaved Bidirectional Sequence Generation ... Zhang, Biao; Titov, Ivan; Sennrich, Rico. - : Association for Computational Linguistics, 2020 BASE Show details 15 Brain Structural and Functional Alterations Specific to Low Sleep Efficiency in Major Depressive Disorder Yang, Ying; Zhu, Dao-min; Zhang, Cun. - : Frontiers Media S.A., 2020 BASE Show details 16 Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention ... Zhang, Biao; Titov, Ivan; Sennrich, Rico. - : Association for Computational Linguistics, 2019 BASE Show details 17 Revisiting Low-Resource Neural Machine Translation: A Case Study ... Sennrich, Rico; Zhang, Biao. - : Association for Computational Linguistics, 2019 BASE Show details 18 A Lightweight Recurrent Network for Sequence Modeling ... Zhang, Biao; Sennrich, Rico. - : Association for Computational Linguistics, 2019 BASE Show details 19 BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings ... Zhang, Biao; Xiong, Deyi; Su, Jinsong. - : arXiv, 2016 BASE Show details

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