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桌上遊戲融入國小四年級英語學習扶助成效之行動研究 ; An Action Research on Effectiveness of Using Board Games in 4th Grader’s English Remedial Instruction
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Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain ...
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Analyzing Code Embeddings for Coding Clinical Narratives ...
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Abstract:
Read paper: https://www.aclanthology.org/2021.findings-acl.410 Abstract: Medical professionals review clinical narratives to assign medical codes for billing and care management. This manual process is inefficient and error-prone as it involves a nuanced one-to-many mapping. Recent works on automated ICD coding learn mappings between low-dimensional representations of the reports and the codes. While they propose novel neural networks for encoding varied types of information about the codes, it is unclear as to what information in the medical codes is helpful for performance improvement and why. Here, we compare different ways to represent, or embed, the codes based on their textual, structural and statistical characteristics, using a single deep learning baseline model in quantitative evaluations on discharge reports from the MIMIC-III intensive care unit database. We also qualitatively analyse the nature of the cases that benefit most from the code embeddings and demonstrate that code embeddings are ...
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Keyword:
Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Neural Network; Semantics
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URL: https://underline.io/lecture/26501-analyzing-code-embeddings-for-coding-clinical-narratives https://dx.doi.org/10.48448/b8bm-y411
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Is acute kidney injury age-dependent in older adults: an observational study in two centers from North China
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In: BMC Geriatr (2021)
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Measurement of single-diffractive dijet production in proton-proton collisions at $\sqrt{s} =$ 8 TeV with the CMS and TOTEM experiments
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In: Eur.Phys.J.C ; https://hal.archives-ouvertes.fr/hal-02507664 ; Eur.Phys.J.C, 2020, 80 (12), pp.1164. ⟨10.1140/epjc/s10052-020-08562-y⟩ (2020)
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Measurement of the top quark mass with lepton+jets final states using $\mathrm {p}$ $\mathrm {p}$ collisions at $\sqrt{s}=13\,\text {TeV} $
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In: http://infoscience.epfl.ch/record/275278 (2020)
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‘Without you I am an Orphan’: Exploring Emotion and Interpersonal Pragmatics in the Late Ramesside Letters
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‘Look after him in the Night’: Exploring the linguistic manifestation of the father/son relationship dynamic
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Addressing the data bottleneck in implicit discourse relation classification
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Shi, Wei. - : Saarländische Universitäts- und Landesbibliothek, 2020
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Measurement of prompt and nonprompt charmonium suppression in $\text {PbPb}$ collisions at 5.02 $\,\text {Te}\text {V}$
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In: Eur.Phys.J.C ; https://hal.archives-ouvertes.fr/hal-01833739 ; Eur.Phys.J.C, 2018, 78 (6), pp.509. ⟨10.1140/epjc/s10052-018-5950-6⟩ (2018)
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Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification ...
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Measurement of prompt and nonprompt charmonium suppression in $\text {PbPb}$ collisions at 5.02 $\,\text {Te}\text {V}$
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Small Stories and Language of Persuasion in WeChat Advertisements ...
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A Novel DFNA36 Mutation in TMC1 Orthologous to the Beethoven (Bth) Mouse Associated with Autosomal Dominant Hearing Loss in a Chinese Family
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