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Hits 1 – 20 of 28
1
Das "klassische" Jahrzehnt (1794–1805) in ausgewählten deutschen Literaturgeschichten des 19. Jahrhunderts
Li, Chen
[Verfasser]. - München : GRIN Verlag, 2020
DNB Subject Category Language
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2
Das "klassische" Jahrzehnt (1794–1805) in ausgewählten deutschen Literaturgeschichten des 19. Jahrhunderts
Li, Chen
[Verfasser]. - München : GRIN Verlag, 2020
DNB Subject Category Language
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3
Understanding Horizontal Gene Transfer network in human gut microbiota
Li, Chen
;
Chen, Jiaxing
;
Li, Shuai Cheng
In: Gut Pathog (2020)
BASE
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4
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations ...
Bao, Zuyi
;
Huang, Rui
;
Li, Chen
. - : arXiv, 2019
BASE
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5
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations ...
Cho, Sangwoo
;
Li, Chen
;
Yu, Dong
. - : arXiv, 2019
BASE
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6
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization ...
Sharma, Eva
;
Li, Chen
;
Wang, Lu
. - : arXiv, 2019
BASE
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7
An Recognition–Verification Mechanism for Real-Time Chinese Sign Language Recognition Based on Multi-Information Fusion
Wang, Fei
;
Zhao, Shusen
;
Zhou, Xingqun
. - : MDPI, 2019
BASE
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8
Associations between Environmental Tobacco Smoke Exposure in Early Life and Astigmatism among Chinese Preschool Children
Li, Chen-Guang
;
Yang, Gui-You
;
Schmid, Katrina L.
. - : MDPI, 2019
BASE
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9
Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models ...
Zeng, Yan
;
Lan, Yangyang
;
Hao, Yazhou
;
Li, Chen
;
Zheng, Qinhua
. - : arXiv, 2018
Abstract:
Neural sequence models have achieved great success in sentence-level sentiment classification. However, some models are exceptionally complex or based on expensive features. Some other models recognize the value of existed linguistic resource but utilize it insufficiently. This paper proposes a novel and general method to incorporate lexicon information, including sentiment lexicons(+/-), negation words and intensifiers. Words are annotated in fine-grained and coarse-grained labels. The proposed method first encodes the fine-grained labels into sentiment embedding and concatenates it with word embedding. Second, the coarse-grained labels are utilized to enhance the attention mechanism to give large weight on sentiment-related words. Experimental results show that our method can increase classification accuracy for neural sequence models on both SST-5 and MR dataset. Specifically, the enhanced Bi-LSTM model can even compare with a Tree-LSTM which uses expensive phrase-level annotations. Further analysis shows ... : I think this paper has very limited contribution now ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.1812.01527
https://arxiv.org/abs/1812.01527
BASE
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10
Improving Chinese Sentiment Analysis via Segmentation-Based Representation Using Parallel CNN
Hao, Yazhou
;
Zheng, Qinghua
;
Lan, Yangyang
. - : Springer, 2017
BASE
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11
Developing a Hla’alua Learner’s Guide: In Search of an Auxiliary Remedy for Hla’alua Revitalization (Exegesis) and A Hla’alua Learner’s Guide (Creative component)
Yeh, Li-Chen
. - 2016
BASE
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12
Developing a Hla’alua Learner’s Guide: In Search of an Auxiliary Remedy for Hla’alua Revitalization (Exegesis) and A Hla’alua Learner’s Guide (Creative component)
Yeh, Li-Chen
. - 2016
BASE
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13
Additional file 1: of Clinical presentations and outcomes of patients with Ebola virus disease in Freetown, Sierra Leone ...
Ji, Ying-Jie
;
Xue-Zhang Duan
;
Gao, Xu-Dong
. - : Figshare, 2016
BASE
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14
Additional file 1: of Clinical presentations and outcomes of patients with Ebola virus disease in Freetown, Sierra Leone ...
Ji, Ying-Jie
;
Xue-Zhang Duan
;
Gao, Xu-Dong
. - : Figshare, 2016
BASE
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15
Developing a Hla’alua Learner’s Guide: In Search of an Auxiliary Remedy for Hla’alua Revitalization (Exegesis) and A Hla’alua Learner’s Guide (Creative component) ...
Yeh, Li-Chen
. - : The Australian National University, 2015
BASE
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16
Automatic discovery of complex causality
Li, Chen
. - 2015
BASE
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17
Using word embedding for bio-event extraction
Li, Chen
;
Song, Runqing
;
Liakata, Maria
. - : Association for Computational Linguistics, 2015
BASE
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18
Biological network extraction from scientific literature: state of the art and challenges
Li, Chen
;
Liakata, Maria
;
Rebholz-Schuhmann, Dietrich
. - : Oxford University Press, 2013
BASE
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19
Sensory integration dysfunction affects efficacy of speech therapy on children with functional articulation disorders
Tung, Li-Chen
;
Lin, Chin-Kai
;
Hsieh, Ching-Lin
. - : Dove Medical Press, 2013
BASE
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20
Evaluating gold standard corpora against gene/protein tagging solutions and lexical resources
Rebholz-Schuhmann, Dietrich
;
Kafkas, Senay
;
Kim, Jee-Hyub
. - 2013
BASE
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