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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 Hits 1 – 20 of 27 1 Alternated Training with Synthetic and Authentic Data for Neural Machine Translation ... Jiao, Rui; Yang, Zonghan; Sun, Maosong; Liu, Yang. - : arXiv, 2021 Abstract: While synthetic bilingual corpora have demonstrated their effectiveness in low-resource neural machine translation (NMT), adding more synthetic data often deteriorates translation performance. In this work, we propose alternated training with synthetic and authentic data for NMT. The basic idea is to alternate synthetic and authentic corpora iteratively during training. Compared with previous work, we introduce authentic data as guidance to prevent the training of NMT models from being disturbed by noisy synthetic data. Experiments on Chinese-English and German-English translation tasks show that our approach improves the performance over several strong baselines. We visualize the BLEU landscape to further investigate the role of authentic and synthetic data during alternated training. From the visualization, we find that authentic data helps to direct the NMT model parameters towards points with higher BLEU scores and leads to consistent translation performance improvement. ... : ACL 2021, Short Findings ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2106.08582 https://dx.doi.org/10.48550/arxiv.2106.08582 BASE Hide details 2 CPM-2: Large-scale Cost-effective Pre-trained Language Models ... Zhang, Zhengyan; Gu, Yuxian; Han, Xu. - : arXiv, 2021 BASE Show details 3 VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator ... Shrivastava, Ayush; Gopalakrishnan, Karthik; Liu, Yang. - : arXiv, 2021 BASE Show details 4 Assessing Multilingual Fairness in Pre-trained Multimodal Representations ... Wang, Jialu; Liu, Yang; Wang, Xin Eric. - : arXiv, 2021 BASE Show details 5 Dialog{S}um: {A} Real-Life Scenario Dialogue Summarization Dataset ... 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, Yulong; Chen, Liang. - : Underline Science Inc., 2021 BASE Show details 6 Transfer Learning for Sequence Generation: from Single-source to Multi-source ... 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, Xuancheng; Liu, Yang. - : Underline Science Inc., 2021 BASE Show details 7 Mask-Align: Self-Supervised Neural Word Alignment ... 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, Chi; Liu, Yang. - : Underline Science Inc., 2021 BASE Show details 8 Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Gang; Huang, Kaiyu. - : Underline Science Inc., 2021 BASE Show details 9 Learning to Selectively Learn for Weakly-supervised Paraphrase Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ding , Kaize; Fan, Xing. - : Underline Science Inc., 2021 BASE Show details 10 SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ... Jiang, Aiqi; Yang, Xiaohan; Liu, Yang. - : arXiv, 2021 BASE Show details 11 Analyzing the Limits of Self-Supervision in Handling Bias in Language ... Bauer, Lisa; Gopalakrishnan, Karthik; Gella, Spandana. - : arXiv, 2021 BASE Show details 12 Statistically significant detection of semantic shifts using contextual word embeddings ... Liu, Yang; Medlar, Alan; Glowacka, Dorota. - : arXiv, 2021 BASE Show details 13 SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ... Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021 BASE Show details 14 Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Dorota; Liu, Yang. - : Underline Science Inc., 2021 BASE Show details 15 Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Deli; Dai, Damai. - : Underline Science Inc., 2021 BASE Show details 16 SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ... Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021 BASE Show details 17 SWSR: A Chinese Dataset and Lexicon for Sexist Hate Speech Detection ... Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021 BASE Show details 18 SWSR: A Chinese Dataset and Lexicon for Sexist Hate Speech Detection ... Jiang, Aiqi; Xiaohan Yang; Liu, Yang. - : Zenodo, 2021 BASE Show details 19 Tapping into non-English-language science for the conservation of global biodiversity. ... Amano, Tatsuya; Berdejo-Espinola, Violeta; Christie, Alec. - : Apollo - University of Cambridge Repository, 2021 BASE Show details 20 Tapping into non-English-language science for the conservation of global biodiversity. ... Amano, Tatsuya; Berdejo-Espinola, Violeta; Christie, Alec P. - : Apollo - University of Cambridge Repository, 2021 BASE Show details Page: 1 2

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