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Hits 1 – 20 of 33
1
Responding to supervisory feedback: Mediated positioning in thesis writing
Zhang, Yan
(Olivia);
Hyland, Ken
. - 2022
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2
Neural Mechanisms of Subliminal Mentor-Student Relationship Stimuli Processing: An ERP Study
Wu, Yang
;
Luo, Na
;
Zhang, Yan
In: Int J Environ Res Public Health (2022)
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3
Revisiting Self-training for Few-shot Learning of Language Model ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chen, Yiming
;
Cheng, Ran
;
Lee, Grandee
;
Li, Haizhou
;
Zhang, Chen
;
Zhang, Yan
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.718/ Abstract: As unlabeled data carry rich task-relevant information, they are proven useful for few-shot learning of language model. The question is how to effectively make use of such data. In this work, we revisit the self-training technique for language model fine-tuning and present a state-of-the-art prompt-based few-shot learner, SFLM. Given two views of a text sample via weak and strong augmentation techniques, SFLM generates a pseudo label on the weakly augmented version. Then, the model predicts the same pseudo label when fine-tuned with the strongly augmented version. This simple approach is shown to outperform other state-of-the-art supervised and semi-supervised counterparts on six sentence classification and six sentence-pair classification benchmarking tasks. In addition, SFLM only relies on a few in-domain unlabeled data. We conduct a comprehensive analysis to demonstrate the robustness of our proposed approach under various ...
Keyword:
Computational Linguistics
;
Language Models
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
URL:
https://underline.io/lecture/38073-revisiting-self-training-for-few-shot-learning-of-language-model
https://dx.doi.org/10.48448/n28v-0y36
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4
DynaEval: Unifying Turn and Dialogue Level Evaluation ...
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
;
Chen, Yiming
;
D’Haro, Luis Fernando
. - : Underline Science Inc., 2021
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5
Bootstrapped Unsupervised Sentence Representation Learning ...
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, Yan
. - : Underline Science Inc., 2021
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6
Linguistic features and consumer credibility judgment of online health information
Liu, Jiaying
;
Song, Shijie
;
Zhang, Yan
. - : iSchools, 2021
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7
Advice-giving, power and roles in theses supervisions
Zhang, Yan
(Olivia);
Hyland, Ken
. - 2021
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8
Elements of doctoral apprenticeship: community feedback and the acquisition of writing expertise
Zhang, Yan
(Olivia);
Hyland, Ken
. - 2021
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9
Comparative research on the conception of destiny in Greek and Chinese classical Tragedies ; Recherches comparatives sur la conception du destin dans des tragédies classiques grecques et chinoises
Zhang, Yan
. - : HAL CCSD, 2020
In: https://tel.archives-ouvertes.fr/tel-03269984 ; Linguistique. Université de Limoges, 2020. Français. ⟨NNT : 2020LIMO0069⟩ (2020)
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10
Grammar choices for graduate and professional writers (2nd ed.) Nigel A. Caplan Michigan: The university of Michigan Press, 2019. 216 pages. ISBN: 978-0-472-03731-5
In: Ibérica: Revista de la Asociación Europea de Lenguas para Fines Específicos ( AELFE ), ISSN 1139-7241, Nº. 40, 2020, pags. 279-283 (2020)
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11
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
Guo, Zhijiang
;
Zhang, Yan
;
Teng, Zhiyang
...
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 297-312 (2019) (2019)
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12
Operon mRNAs are organized into ORF-centric structures that predict translation efficiency
Burkhardt, David H
;
Rouskin, Silvi
;
Zhang, Yan
...
In: eLife (2018)
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13
An extended Levinson-Durbin algorithm and its application in mixed excitation linear prediction
Xiao, Dong
;
Mo, Fuyuan
;
Zhang, Yan
. - : Elsevier, 2018
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14
Maritime English as a code-tailored ESP: Genre-based curriculum development as a way out
Zhang, Yan
;
Cole, Clive
In: Ibérica: Revista de la Asociación Europea de Lenguas para Fines Específicos ( AELFE ), ISSN 1139-7241, Nº. 35, 2018, pags. 145-170 (2018)
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15
Operon mRNAs are organized into ORF-centric structures that predict translation efficiency
Burkhardt, David H
;
Rouskin, Silvi
;
Zhang, Yan
. - : eLife Sciences Publications, Ltd, 2017
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16
Query answering with inconsistent existential rules under stable model semantics
Wan, Hai
;
Zhang, Heng
;
Xiao, Peng
. - : U.S., AAAI Press, 2016
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17
Additional file 1: of A preliminary validation of the Brief COPE instrument for assessing coping strategies among people living with HIV in China ...
Su, Xiao-You
;
Lau, Joseph
;
Mak, Winnie
. - : Figshare, 2015
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18
Additional file 1: of A preliminary validation of the Brief COPE instrument for assessing coping strategies among people living with HIV in China ...
Su, Xiao-You
;
Lau, Joseph
;
Mak, Winnie
. - : Figshare, 2015
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19
Recruiting, training and retaining competent overseas English language teachers for private language teaching organisations in China.
Zhang, Yan
. - 2015
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20
Location-aware private service discovery in pervasive computing environment
Yu, Chen
;
Yao, Dezhong
;
Li, Xi
...
In:
Information sciences. - New York, NY : Elsevier Science Inc.
230 (2013), 78-93
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