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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 Hits 1 – 20 of 52 1 Semantics-Preserved Distortion for Personal Privacy Protection ... Peng, Letian; Li, Zuchao; Zhao, Hai. - : arXiv, 2022 BASE Show details 2 Pre-training Universal Language Representation ... Li, Yian; Zhao, Hai. - : arXiv, 2021 BASE Show details 3 Head-driven Phrase Structure Parsing in O($n^3$) Time Complexity ... Li, Zuchao; Zhou, Junru; Zhao, Hai. - : arXiv, 2021 BASE Show details 4 Multi-tasking Dialogue Comprehension with Discourse Parsing ... He, Yuchen; Zhang, Zhuosheng; Zhao, Hai. - : arXiv, 2021 BASE Show details 5 Structural Pre-training for Dialogue Comprehension ... 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, Zhuosheng; Zhao, Hai. - : Underline Science Inc., 2021 BASE Show details 6 Smoothing Dialogue States for Open Conversational Machine Reading ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ouyang, Siru; Zhang, Zhuosheng. - : Underline Science Inc., 2021 BASE Show details 7 Dialogue Graph Modeling for Conversational Machine Reading ... 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; Ouyang, Siru; Zhang, Zhuosheng. - : Underline Science Inc., 2021 BASE Show details 8 Dialogue-oriented Pre-training ... 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; Xu, Yi; Zhao, Hai. - : Underline Science Inc., 2021 BASE Show details 9 Pre-training Universal Language Representation ... 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, Yian; Zhao, Hai. - : Underline Science Inc., 2021 BASE Show details 10 Unsupervised Neural Machine Translation with Universal Grammar ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Li, Zuchao; Sumita, Eiichiro; Utiyama, Masao; Zhao, Hai. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.261/ Abstract: Machine translation usually relies on parallel corpora to provide parallel signals for training. The advent of unsupervised machine translation has brought machine translation away from this reliance, though performance still lags behind traditional supervised machine translation. In unsupervised machine translation, the model seeks symmetric language similarities as a source of weak parallel signal to achieve translation. Chomsky's Universal Grammar theory postulates that grammar is an innate form of knowledge to humans and is governed by universal principles and constraints. Therefore, in this paper, we seek to leverage such shared grammar clues to provide more explicit language parallel signals to enhance the training of unsupervised machine translation models. Through experiments on multiple typical language pairs, we demonstrate the effectiveness of our proposed approaches. ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing URL: https://dx.doi.org/10.48448/2hn8-ew57 https://underline.io/lecture/37486-unsupervised-neural-machine-translation-with-universal-grammar BASE Hide details 11 Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jiang, Shu; Jing, Hongjiang. - : Underline Science Inc., 2021 BASE Show details 12 Enhancing Language Generation with Effective Checkpoints of Pre-trained Language Model ... 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; Park, Jeonghyeok; Zhao, Hai. - : Underline Science Inc., 2021 BASE Show details 13 Syntax Role for Neural Semantic Role Labeling ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cai, Jiaxun; He, Shexia. - : Underline Science Inc., 2021 BASE Show details 14 Tracing Origins: Coreference-aware Machine Reading Comprehension ... Huang, Baorong; Zhang, Zhuosheng; Zhao, Hai. - : arXiv, 2021 BASE Show details 15 Syntax-aware Data Augmentation for Neural Machine Translation ... Duan, Sufeng; Zhao, Hai; Zhang, Dongdong. - : arXiv, 2020 BASE Show details 16 Cross-lingual Supervision Improves Unsupervised Neural Machine Translation ... Wang, Mingxuan; Bai, Hongxiao; Zhao, Hai. - : arXiv, 2020 BASE Show details 17 Syntax Role for Neural Semantic Role Labeling ... Li, Zuchao; Zhao, Hai; He, Shexia. - : arXiv, 2020 BASE Show details 18 BURT: BERT-inspired Universal Representation from Learning Meaningful Segment ... Li, Yian; Zhao, Hai. - : arXiv, 2020 BASE Show details 19 Learning Universal Representations from Word to Sentence ... Li, Yian; Zhao, Hai. - : arXiv, 2020 BASE Show details 20 BURT: BERT-inspired Universal Representation from Twin Structure ... Li, Yian; Zhao, Hai. - : arXiv, 2020 BASE Show details Page: 1 2 3

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