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1
The NLP Cookbook: Modern Recipes for Transformer Based Deep Learning Architectures
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The NLP Cookbook: Modern Recipes for Transformer Based Deep Learning Architectures

IEEE access, 2021, Vol.9, p.68675-68702 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2021.3077350 ;CODEN: IAECCG

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2
Characterization inference based on joint-optimization of multi-layer semantics and deep fusion matching network
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Characterization inference based on joint-optimization of multi-layer semantics and deep fusion matching network

PeerJ. Computer science, 2022-04, Vol.8, p.e908-e908, Article e908 [Peer Reviewed Journal]

2022 Zheng and Yin. ;COPYRIGHT 2022 PeerJ. Ltd. ;2022 Zheng and Yin. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2022 Zheng and Yin 2022 Zheng and Yin ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.908 ;PMID: 35494798

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3
A Survey of the Usages of Deep Learning for Natural Language Processing
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A Survey of the Usages of Deep Learning for Natural Language Processing

IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.604

EISSN: 2162-2388 ;DOI: 10.1109/TNNLS.2020.2979670 ;PMID: 32324570

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4
Sentiment analysis using deep learning architectures: a review
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Sentiment analysis using deep learning architectures: a review

The Artificial intelligence review, 2020-08, Vol.53 (6), p.4335-4385 [Peer Reviewed Journal]

Springer Nature B.V. 2019 ;COPYRIGHT 2020 Springer ;Springer Nature B.V. 2019. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-019-09794-5

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5
PCT: Point cloud transformer
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PCT: Point cloud transformer

Computational visual media (Beijing), 2021-06, Vol.7 (2), p.187-199 [Peer Reviewed Journal]

The Author(s) 2021 ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2096-0433 ;EISSN: 2096-0662 ;DOI: 10.1007/s41095-021-0229-5

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6
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
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Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Journal of big data, 2021-03, Vol.8 (1), p.53-53, Article 53 [Peer Reviewed Journal]

The Author(s) 2021 ;The Author(s) 2021. ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-021-00444-8 ;PMID: 33816053

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7
A comprehensive survey on model compression and acceleration
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A comprehensive survey on model compression and acceleration

The Artificial intelligence review, 2020-10, Vol.53 (7), p.5113-5155 [Peer Reviewed Journal]

Springer Nature B.V. 2020 ;COPYRIGHT 2020 Springer ;Springer Nature B.V. 2020. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-020-09816-7

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8
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search
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GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search

IEEE transactions on software engineering, 2023-04, Vol.49 (4), p.1-16 [Peer Reviewed Journal]

Copyright IEEE Computer Society 2023 ;ISSN: 0098-5589 ;EISSN: 1939-3520 ;DOI: 10.1109/TSE.2022.3233901 ;CODEN: IESEDJ

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9
Recent advances in deep learning based dialogue systems: a systematic survey
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Article
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Recent advances in deep learning based dialogue systems: a systematic survey

The Artificial intelligence review, 2023-04, Vol.56 (4), p.3055-3155 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Nature B.V. 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;COPYRIGHT 2023 Springer ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-022-10248-8

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10
Named Entity Recognition by Using XLNet-BiLSTM-CRF
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Named Entity Recognition by Using XLNet-BiLSTM-CRF

Neural processing letters, 2021-10, Vol.53 (5), p.3339-3356 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021. ;ISSN: 1370-4621 ;EISSN: 1573-773X ;DOI: 10.1007/s11063-021-10547-1

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11
Natural language inference for Malayalam language using language agnostic sentence representation
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Article
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Natural language inference for Malayalam language using language agnostic sentence representation

PeerJ. Computer science, 2021-05, Vol.7, p.e508-e508, Article e508 [Peer Reviewed Journal]

2021 Renjit and Idicula. ;COPYRIGHT 2021 PeerJ. Ltd. ;2021 Renjit and Idicula. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Renjit and Idicula 2021 Renjit and Idicula ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/PEERJ-CS.508 ;PMID: 34013034

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12
Deep Learning for Text Style Transfer: A Survey
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Deep Learning for Text Style Transfer: A Survey

Computational linguistics - Association for Computational Linguistics, 2022-04, Vol.48 (1), p.155-205 [Peer Reviewed Journal]

2022. This work is published under https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0891-2017 ;EISSN: 1530-9312 ;DOI: 10.1162/coli_a_00426

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13
Survey on categorical data for neural networks
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Article
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Survey on categorical data for neural networks

Journal of big data, 2020-04, Vol.7 (1), p.1-41, Article 28 [Peer Reviewed Journal]

The Author(s) 2020 ;The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-020-00305-w

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14
The impact of artificial intelligence in medicine on the future role of the physician
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Article
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The impact of artificial intelligence in medicine on the future role of the physician

PeerJ (San Francisco, CA), 2019-10, Vol.7, p.e7702-e7702, Article e7702 [Peer Reviewed Journal]

COPYRIGHT 2019 COPYRIGHT 2012-2015 PeerJ, Inc / Public user content licensed CC-BY 4.0 unless otherwise specified. Content is available for free at https://peerj.com ;COPYRIGHT 2019 PeerJ. Ltd. ;2019 Ahuja. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2019 Ahuja 2019 Ahuja ;ISSN: 2167-8359 ;EISSN: 2167-8359 ;DOI: 10.7717/peerj.7702 ;PMID: 31592346

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15
LAD: Layer-Wise Adaptive Distillation for BERT Model Compression
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Article
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LAD: Layer-Wise Adaptive Distillation for BERT Model Compression

Sensors (Basel, Switzerland), 2023-01, Vol.23 (3), p.1483 [Peer Reviewed Journal]

COPYRIGHT 2023 MDPI AG ;2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23031483 ;PMID: 36772523

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16
Text Data Augmentation for Deep Learning
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Article
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Text Data Augmentation for Deep Learning

Journal of big data, 2021-07, Vol.8 (1), p.101-101, Article 101 [Peer Reviewed Journal]

The Author(s) 2021 ;The Author(s) 2021. ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-021-00492-0 ;PMID: 34306963

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17
Natural Language-Based Human-Machine Collaborative Learning Games Algorithm Based on Deep Rein-Forcement Learning
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Article
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Natural Language-Based Human-Machine Collaborative Learning Games Algorithm Based on Deep Rein-Forcement Learning

IEEE access, 2024, Vol.12, p.28818-28830 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2024.3365500 ;CODEN: IAECCG

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18
Dialogue Management and Language Generation for a Robust Conversational Virtual Coach: Validation and User Study
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Article
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Dialogue Management and Language Generation for a Robust Conversational Virtual Coach: Validation and User Study

Sensors (Basel, Switzerland), 2023-01, Vol.23 (3), p.1423 [Peer Reviewed Journal]

COPYRIGHT 2023 MDPI AG ;2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23031423 ;PMID: 36772464

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19
Recommendation system based on deep learning methods: a systematic review and new directions
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Recommendation system based on deep learning methods: a systematic review and new directions

The Artificial intelligence review, 2020-04, Vol.53 (4), p.2709-2748 [Peer Reviewed Journal]

Springer Nature B.V. 2019 ;COPYRIGHT 2020 Springer ;Springer Nature B.V. 2019. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-019-09744-1

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20
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
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Article
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Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning

The Journal of artificial intelligence research, 2022-01, Vol.73, p.1131-1207 [Peer Reviewed Journal]

2022. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.jair.org/index.php/jair/about ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.12918

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