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81
The Source-Goal asymmetry in spatial language: language-general vs. language-specific aspects ...
Johanson, Megan; Selimis, Stathis; Papafragou, Anna. - : Taylor & Francis, 2019
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82
MOESM1 of Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates ...
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83
MOESM1 of Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates ...
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84
The Source-Goal asymmetry in spatial language: language-general vs. language-specific aspects ...
Johanson, Megan; Selimis, Stathis; Papafragou, Anna. - : Taylor & Francis, 2019
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85
A k-mer grammar analysis to uncover maize regulatory architecture ...
Mejía-Guerra, María; Buckler, Edward. - : Figshare, 2019
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86
A k-mer grammar analysis to uncover maize regulatory architecture ...
Mejía-Guerra, María; Buckler, Edward. - : Figshare, 2019
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87
Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations ...
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88
Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations ...
Abstract: Abstract Background The Bacteria Biotope (BB) task is a biomedical relation extraction (RE) that aims to study the interaction between bacteria and their locations. This task is considered to pertain to fundamental knowledge in applied microbiology. Some previous investigations conducted the study by applying feature-based models; others have presented deep-learning-based models such as convolutional and recurrent neural networks used with the shortest dependency paths (SDPs). Although SDPs contain valuable and concise information, some parts of crucial information that is required to define bacterial location relationships are often neglected. Moreover, the traditional word-embedding used in previous studies may suffer from word ambiguation across linguistic contexts. Results Here, we present a deep learning model for biomedical RE. The model incorporates feature combinations of SDPs and full sentences with various attention mechanisms. We also used pre-trained contextual representations based on ...
Keyword: 69999 Biological Sciences not elsewhere classified; 80699 Information Systems not elsewhere classified; FOS Biological sciences; FOS Computer and information sciences; FOS Sociology; Science Policy; Sociology
URL: https://dx.doi.org/10.6084/m9.figshare.c.4768595.v1
https://springernature.figshare.com/collections/Relation_extraction_between_bacteria_and_biotopes_from_biomedical_texts_with_attention_mechanisms_and_domain-specific_contextual_representations/4768595/1
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89
Additional file 1: of Impact of an innovative financing and payment model on tuberculosis patientsâ financial burden: is tuberculosis care more affordable for the poor? ...
Jiang, Wei-Xi; Long, Qian; Lucas, Henry. - : figshare, 2019
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90
Additional file 1: of Impact of an innovative financing and payment model on tuberculosis patientsâ financial burden: is tuberculosis care more affordable for the poor? ...
Jiang, Wei-Xi; Long, Qian; Lucas, Henry. - : figshare, 2019
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91
Additional file 1: of Sustained preventive chemotherapy for soil-transmitted helminthiases leads to reduction in prevalence and anthelminthic tablets required ...
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92
Additional file 1: of Onchocerciasis-associated epilepsy: another piece in the puzzle from the Mahenge mountains, southern Tanzania ...
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93
Additional file 1: of Effect of financial support on reducing the incidence of catastrophic costs among tuberculosis-affected households in Indonesia: eight simulated scenarios ...
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94
Additional file 1: of Lessons from lymphatic filariasis elimination and the challenges of post-elimination surveillance in China ...
Fang, Yuan; Zhang, Yi. - : figshare, 2019
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95
Additional file 1: of Onchocerciasis-associated epilepsy: another piece in the puzzle from the Mahenge mountains, southern Tanzania ...
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96
Additional file 1: of Impact of an innovative tuberculosis financing and payment model on health service utilization by tuberculosis patients in China: do the poor fare better than the rich? ...
Dong, Di; Jiang, Wei-Xi; Long, Qian. - : figshare, 2019
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97
Additional file 1: of Impact of an innovative tuberculosis financing and payment model on health service utilization by tuberculosis patients in China: do the poor fare better than the rich? ...
Dong, Di; Jiang, Wei-Xi; Long, Qian. - : figshare, 2019
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98
Additional file 1: of Effect of financial support on reducing the incidence of catastrophic costs among tuberculosis-affected households in Indonesia: eight simulated scenarios ...
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99
Additional file 1: of Sustained preventive chemotherapy for soil-transmitted helminthiases leads to reduction in prevalence and anthelminthic tablets required ...
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100
Additional file 1: of Lessons from lymphatic filariasis elimination and the challenges of post-elimination surveillance in China ...
Fang, Yuan; Zhang, Yi. - : figshare, 2019
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