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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 5 Hits 1 – 20 of 89 1 Universal Conditional Masked Language Pre-training for Neural Machine Translation ... Li, Pengfei; Li, Liangyou; Zhang, Meng. - : arXiv, 2022 BASE Show details 2 Compilable Neural Code Generation with Compiler Feedback ... Wang, Xin; Wang, Yasheng; Wan, Yao. - : arXiv, 2022 BASE Show details 3 Sub-Character Tokenization for Chinese Pretrained Language Models ... Si, Chenglei; Zhang, Zhengyan; Chen, Yingfa. - : arXiv, 2021 BASE Show details 4 Training Multilingual Pre-trained Language Model with Byte-level Subwords ... Wei, Junqiu; Liu, Qun; Guo, Yinpeng. - : arXiv, 2021 BASE Show details 5 Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021 ... Zeng, Xingshan; Li, Liangyou; Liu, Qun. - : arXiv, 2021 BASE Show details 6 JABER and SABER: Junior and Senior Arabic BERt ... Ghaddar, Abbas; Wu, Yimeng; Rashid, Ahmad. - : arXiv, 2021 BASE Show details 7 Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision ... Guo, Yinpeng; Li, Liangyou; Jiang, Xin. - : arXiv, 2021 BASE Show details 8 LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation ... Jiao, Xiaoqi; Yin, Yichun; Shang, Lifeng. - : arXiv, 2021 BASE Show details 9 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training ... Wu, Minghao; Li, Yitong; Zhang, Meng. - : arXiv, 2021 BASE Show details 10 Improving Unsupervised Question Answering via Summarization-Informed Question Generation ... Lyu, Chenyang; Shang, Lifeng; Graham, Yvette. - : arXiv, 2021 BASE Show details 11 CCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation detection and diagnosis ... Zheng, Nianzu; Deng, Liqun; Huang, Wenyong. - : arXiv, 2021 BASE Show details 12 A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ... 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; Huang, Minlie; Liu, Qun. - : Underline Science Inc., 2021 BASE Show details 13 HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management ... 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; Gao, Silin; Huang, Minlie. - : Underline Science Inc., 2021 BASE Show details 14 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language 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; chen, Cheng; chen, xiao. - : Underline Science Inc., 2021 BASE Show details 15 TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language 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; He, Jie; Liao, Yi. - : Underline Science Inc., 2021 BASE Show details 16 Two Parents, One Child: {D}ual Transfer for Low-Resource Neural Machine Translation ... 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; Li, Liangyou; Liu, Qun. - : Underline Science Inc., 2021 BASE Show details 17 RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer ... 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; Li, Liangyou; Liu, Qun. - : Underline Science Inc., 2021 BASE Show details 18 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Gholamreza; Li, Liangyou; Li, Yitong; Liu, Qun; Wu, Minghao; Zhang, Meng. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.580/ Abstract: Learning multilingual and multi-domain translation model is challenging as the heterogeneous and imbalanced data make the model converge inconsistently over different corpora in real world. One common practice is to adjust the share of each corpus in the training, so that the learning process is balanced and low-resource cases can benefit from the high resource ones. However, automatic balancing methods usually depend on the intra- and inter-dataset characteristics, which is usually agnostic or requires human priors. In this work, we propose an approach, MultiUAT, that dynamically adjusts the training data usage based on the model's uncertainty on a small set of trusted clean data for multi-corpus machine translation. We experiments with two classes of uncertainty measures on multilingual (16 languages with 4 settings) and multi-domain settings (4 for in-domain and 2 for out-of-domain on English-German translation) and demonstrate ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing URL: https://underline.io/lecture/37432-uncertainty-aware-balancing-for-multilingual https://dx.doi.org/10.48448/gtwz-9008 BASE Hide details 19 DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling ... Wang, Baojun; Zhang, Zhao; Xu, Kun. - : arXiv, 2021 BASE Show details 20 Document Graph for Neural Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chao, Lidia S.; Li, Liangyou. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5

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