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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; Mi, Fei; Li, Yitong; Zhou, Pingyi; Liu, Jin; Wu, Hao; Jiang, Xin; Liu, Qun. - : arXiv, 2022 Abstract: Automatically generating compilable programs with (or without) natural language descriptions has always been a touchstone problem for computational linguistics and automated software engineering. Existing deep-learning approaches model code generation as text generation, either constrained by grammar structures in decoder, or driven by pre-trained language models on large-scale code corpus (e.g., CodeGPT, PLBART, and CodeT5). However, few of them account for compilability of the generated programs. To improve compilability of the generated programs, this paper proposes COMPCODER, a three-stage pipeline utilizing compiler feedback for compilable code generation, including language model fine-tuning, compilability reinforcement, and compilability discrimination. Comprehensive experiments on two code generation tasks demonstrate the effectiveness of our proposed approach, improving the success rate of compilation from 44.18 to 89.18 in code completion on average and from 70.3 to 96.2 in text-to-code generation, ... : Accepted by ACL 2022 ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Programming Languages cs.PL URL: https://arxiv.org/abs/2203.05132 https://dx.doi.org/10.48550/arxiv.2203.05132 BASE Hide 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. - : Underline Science Inc., 2021 BASE Show 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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