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Structural, Functional, and Processing Perspectives on Linguistic Island Effects
In: EISSN: 2333-9691 ; Annual Review of Linguistics ; https://hal.archives-ouvertes.fr/hal-03506510 ; Annual Review of Linguistics, Annual Reviews, 2022, 8 (1), ⟨10.1146/annurev-linguistics-011619-030319⟩ (2022)
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Universal Conditional Masked Language Pre-training for Neural Machine Translation ...
Abstract: Pre-trained sequence-to-sequence models have significantly improved Neural Machine Translation (NMT). Different from prior works where pre-trained models usually adopt an unidirectional decoder, this paper demonstrates that pre-training a sequence-to-sequence model but with a bidirectional decoder can produce notable performance gains for both Autoregressive and Non-autoregressive NMT. Specifically, we propose CeMAT, a conditional masked language model pre-trained on large-scale bilingual and monolingual corpora in many languages. We also introduce two simple but effective methods to enhance the CeMAT, aligned code-switching & masking and dynamic dual-masking. We conduct extensive experiments and show that our CeMAT can achieve significant performance improvement for all scenarios from low- to extremely high-resource languages, i.e., up to +14.4 BLEU on low resource and +7.9 BLEU improvements on average for Autoregressive NMT. For Non-autoregressive NMT, we demonstrate it can also produce consistent ... : Accepted to ACL 2022 Main conference ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2203.09210
https://arxiv.org/abs/2203.09210
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3
Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ...
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4
A Formal Model of Checked C ...
Li, Liyi; Liu, Yiyun; Postol, Deena L.. - : arXiv, 2022
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5
Entropy Analysis of Heart Rate Variability in Different Sleep Stages
In: Entropy; Volume 24; Issue 3; Pages: 379 (2022)
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6
A verb-frame frequency account of constraints on long-distance dependencies in English
In: Prof. Gibson (2022)
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7
Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition Systems ...
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8
Bridging Video-text Retrieval with Multiple Choice Questions ...
Ge, Yuying; Ge, Yixiao; Liu, Xihui. - : arXiv, 2022
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9
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ...
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10
huggingface/datasets: 1.18.1 ...
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11
A Transposed-Word Effect in Chinese Reading ...
Paterson, Kevin; liu, zhiwei. - : University of Leicester, 2022
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12
A Transposed-Word Effect in Chinese Reading ...
Paterson, Kevin; liu, zhiwei. - : University of Leicester, 2022
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13
Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition ...
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14
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ...
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15
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition ...
Chen, Beiduo; Ma, Jun-Yu; Qi, Jiajun. - : arXiv, 2022
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16
Implementation of multilingual support of the European Multicenter Study about Spinal Cord Injury (EMSCI) ISNCSCI calculator ...
Schuld, Christian; Franz, Steffen; Schweidler, Joachim. - : Nature Publishing Group, 2022
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17
Delving Deeper into Cross-lingual Visual Question Answering ...
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18
Zero-shot Cross-lingual Conversational Semantic Role Labeling ...
Wu, Han; Tan, Haochen; Xu, Kun. - : arXiv, 2022
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19
Multi-Level Contrastive Learning for Cross-Lingual Alignment ...
Chen, Beiduo; Guo, Wu; Gu, Bin. - : arXiv, 2022
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20
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition ...
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