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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 Hits 1 – 17 of 17 1 Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help? ... Saleh, Fahimeh; Buntine, Wray; Haffari, Gholamreza. - : arXiv, 2021 BASE Show details 2 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection ... Vu, Thuy-Trang; He, Xuanli; Phung, Dinh; Haffari, Gholamreza. - : arXiv, 2021 Abstract: This paper considers the unsupervised domain adaptation problem for neural machine translation (NMT), where we assume the access to only monolingual text in either the source or target language in the new domain. We propose a cross-lingual data selection method to extract in-domain sentences in the missing language side from a large generic monolingual corpus. Our proposed method trains an adaptive layer on top of multilingual BERT by contrastive learning to align the representation between the source and target language. This then enables the transferability of the domain classifier between the languages in a zero-shot manner. Once the in-domain data is detected by the classifier, the NMT model is then adapted to the new domain by jointly learning translation and domain discrimination tasks. We evaluate our cross-lingual data selection method on NMT across five diverse domains in three language pairs, as well as a real-world scenario of translation for COVID-19. The results show that our proposed method ... : EMNLP2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2109.04292 https://dx.doi.org/10.48550/arxiv.2109.04292 BASE Hide details 3 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training ... Wu, Minghao; Li, Yitong; Zhang, Meng. - : arXiv, 2021 BASE Show details 4 Neural-Symbolic Commonsense Reasoner with Relation Predictors ... 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; ., Gholamreza; Baktashmotlagh, Mahsa. - : Underline Science Inc., 2021 BASE Show details 5 Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ... 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; ., Gholamreza; Bi, Sheng. - : Underline Science Inc., 2021 BASE Show details 6 Learning to Explain: Generating Stable Explanations Fast ... 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; ., Gholamreza; Maruf, Sameen. - : Underline Science Inc., 2021 BASE Show details 7 It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Gholamreza; Arthur, Philip. - : Underline Science Inc., 2021 BASE Show details 8 Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Gholamreza; Li, Zhuang. - : Underline Science Inc., 2021 BASE Show details 9 Cognition-aware Cognate Detection ... Kanojia, Diptesh; Sharma, Prashant; Ghodekar, Sayali. - : arXiv, 2021 BASE Show details 10 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Gholamreza; He, Xuanli. - : Underline Science Inc., 2021 BASE Show details 11 Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Gholamreza; Buntine, Wray. - : Underline Science Inc., 2021 BASE Show details 12 Multilingual Simultaneous 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; ., Gholamreza; Arthur, Philip. - : Underline Science Inc., 2021 BASE Show details 13 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 14 Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages ... Kanojia, Diptesh; Dabre, Raj; Dewangan, Shubham. - : arXiv, 2021 BASE Show details 15 Two-Stage Recognition and beyond for Compound Facial Emotion Recognition Dorota Kamińska; Kadir Aktas; Davit Rizhinashvili... In: Electronics ; Volume 10 ; Issue 22 (2021) BASE Show details 16 Psychometric properties of modified MOS social support survey 5-item (MSSS-5-item) among Iranian older adults Bakhshandeh Bavarsad, Maryam; Foroughan, Mahshid; Zanjari, Nasibeh... In: BMC Geriatr (2021) BASE Show details 17 Concurrent Group-Dynamic Assessment of Intermediate EFL Learners’ Receptive and Productive Vocabulary Size Azari Noughabi, Mostafa; Mohammad Reza Amirian, Seyed; Zareian, Gholamreza In: Porta Linguarum: revista internacional de didáctica de las lenguas extranjeras, ISSN 1697-7467, Nº. 36, 2021, pags. 119-137 (2021) BASE Show details

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