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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. - : arXiv, 2021 BASE Show 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; Cohn, Trevor; Shareghi, Ehsan; Zhao, Jinming. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.537/ Abstract: Most existing simultaneous machine translation (SiMT) systems are trained and evaluated on offline translation corpora. We argue that SiMT systems should be trained and tested on real interpretation data. To illustrate this argument, we propose an interpretation test set and conduct a realistic evaluation of SiMT trained on offline translations. Our results, on our test set along with 3 existing smaller scale language pairs, highlight the difference of up-to 13.83 BLEU score when SiMT models are evaluated on translation vs interpretation data. In the absence of interpretation training data, we propose a translation-to-interpretation (T2I) style transfer method which allows converting existing offline translations into interpretation-style data, leading to up-to 2.8 BLEU improvement. However, the evaluation gap remains notable, calling for constructing large-scale interpretation corpora better suited for evaluating and developing ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing URL: https://dx.doi.org/10.48448/atgp-vb88 https://underline.io/lecture/37602-it-is-not-as-good-as-you-think!-evaluating-simultaneous-machine-translation-on-interpretation-data BASE Hide 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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