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., Gholamreza (13)
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Hits 1 – 20 of 93
1
Development and validation of the geriatrics health behavior questionnaire (GHBQ)
Bakhshandeh Bavarsad, Maryam
;
Foroughan, Mahshid
;
Zanjari, Nasibeh
...
In: BMC Public Health (2022)
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2
Enhanced protection face masks do not adversely impact thermophysiological comfort
Gholamreza, Farzan
;
Nadaraja, Anupama Vijaya
;
Milani, Abbas S.
...
In: PLoS One (2022)
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3
Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help? ...
Saleh, Fahimeh
;
Buntine, Wray
;
Haffari, Gholamreza
. - : arXiv, 2021
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4
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection ...
Vu, Thuy-Trang
;
He, Xuanli
;
Phung, Dinh
. - : arXiv, 2021
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5
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training ...
Wu, Minghao
;
Li, Yitong
;
Zhang, Meng
. - : arXiv, 2021
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6
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
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7
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
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8
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
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9
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
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10
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
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11
Cognition-aware Cognate Detection ...
Kanojia, Diptesh
;
Sharma, Prashant
;
Ghodekar, Sayali
. - : arXiv, 2021
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12
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
;
Phung, Dinh
;
Vu, Trang
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.268/ 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 ...
Keyword:
Computational Linguistics
;
Covid-19
;
Language Models
;
Machine Learning
;
Machine Learning and Data Mining
;
Machine translation
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/q8c1-ca75
https://underline.io/lecture/37992-generalised-unsupervised-domain-adaptation-of-neural-machine-translation-with-cross-lingual-data-selection
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13
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
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14
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
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15
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
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16
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages ...
Kanojia, Diptesh
;
Dabre, Raj
;
Dewangan, Shubham
. - : arXiv, 2021
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17
Two-Stage Recognition and beyond for Compound Facial Emotion Recognition
Dorota Kamińska
;
Kadir Aktas
;
Davit Rizhinashvili
...
In: Electronics ; Volume 10 ; Issue 22 (2021)
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18
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)
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19
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)
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20
The Association of Experienced in-service EFL teachers’ immunity with engagement, emotions, and autonomy [<Journal>]
Noughabi, Mostafa Azari
[Verfasser];
Amirian, Seyed Mohammad Reza
[Verfasser];
Adel, Seyyed Mohammad Reza
[Verfasser].
DNB Subject Category Language
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