Word vectors, reuse, and replicability: Towards a community repository of large-text resources

机译：单词向量，重用和可复制性：面向大文本资源的社区存储库

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper describes an emerging shared repository of large-text resources for creating word vectors, including pre-processed corpora and pre-trained vectors for a range of frameworks and configurations. This will facilitate reuse, rapid experimentation, and replicability of results.

机译：本文描述了一个新兴的大文本资源共享存储库，用于创建单词向量，包括用于各种框架和配置的预处理语料库和预训练向量。这将有助于重用，快速实验和结果的可复制性。

著录项

来源
《21st Nordic Conference of Computational Linguistics》|2017年|271-276|共6页
会议地点 Gothenburg(SE)
作者
Murhaf Fares; Andrey Kutuzov; Stephan Oepen; Erik Velldal;
展开▼
作者单位

Language Technology Group Department of Informatics, University of Oslo;

Language Technology Group Department of Informatics, University of Oslo;

Language Technology Group Department of Informatics, University of Oslo;

Language Technology Group Department of Informatics, University of Oslo;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词

相似文献

外文文献
中文文献
专利

1. Repositories and communities at cross-purposes: issues in sharing and reuse of digital learning resources [J] . A. Margaryan, A. Littlejohn Journal of Computer Assisted Learning . 2008,第4期

机译：跨用途的存储库和社区：数字学习资源的共享和重用问题
2. Using Communities of Words Derived from Multilingual Word Vectors for Cross-Language Information Retrieval in Indian Languages [J] . Bhattacharya Paheli, Goyal Pawan, Sarkar Sudeshna ACM transactions on Asian language information processing . 2019,第1期

机译：使用多语言单词向量衍生的单词社区进行印度语言的跨语言信息检索
3. Repositories of Open Educational Resources: An Assessment of Reuse and Educational Aspects [J] . Gema Santos-Hermosa, Núria Ferran-Ferrer, Ernest Abadal International Review of Research in Open and Distributed Learning . 2017,第5期

机译：开放教育资源的存储库：对重用和教育方面的评估
4. Word vectors, reuse, and replicability: Towards a community repository of large-text resources [C] . Murhaf Fares, Andrey Kutuzov, Stephan Oepen, Nordic Conference of Computational Linguistics . 2017

机译：Word向量，重用和可复制性：朝着大文本资源的社区存储库
5. Water Resources and Reuse for Remote Arctic Communities [D] . Mattos, Kaitlin Jean. 2017

机译：偏远北极社区的水资源和再利用
6. The Kipoi repository accelerates community exchange and reuse of predictive models for genomics [O] . Žiga Avsec, Roman Kreuzhuber, Johnny Israeli, -1

机译：Kipoi存储库可加快社区交流和基因组学预测模型的重用
7. Figure 3: (A) Constrained ordination (CAP; Resource and Fencing are the constraining factors) with vector overlays representing simple Spearman correlations between response variables and the two axes (Appendix S2). Separation of communities along Axis 1 is largely related to the impact of the Resource treatment on community structure. Thus, the extent to which a vector is parallel with Axis 1 reflects the extent of the negative (to the left) or positive (to the right) correlation of densities of that taxon with the addition of detritus. The length of each vector represents the joint correlation of the response variable with both axes of the ordination, with the circle representing a correlation of 1. Vectors shown have Spearman coefficients with CAP Axis 1 that are ≥.50 or ≤−.50. To prevent clutter on the graph, arrow heads of the vectors are not drawn. Key to abbreviations is in Fig. 1. (B) Constrained ordination (CAP) with vector overlays representing multiple correlation coefficients (analogous to univariate partial correlation coefficients). [O] . -1

机译：图3：（a）受约束的秩序（帽;资源和围栏是约束因子），其具有表示响应变量和两个轴之间的简单的Spearman相关性的载体覆盖（附录S2）。沿着轴1的群落分离在很大程度上与资源处理对群落结构的影响有关。因此，载体与轴1平行的程度反映了将该分类群的密度的负（向左）或正（右侧）相关的程度反映了碎屑。每个矢量的长度表示与序列的两个轴的响应变量的关节相关性，表示所示的圆圈的圆圈具有凸轴1的矛盾系数，≥50或≤-.50。为了防止图形上的杂乱，没有绘制向量的箭头头。缩写的键在图1中。（b）受约束的偏移（帽），其覆盖层表示多个相关系数（类似于单偏移部分相关系数）。

Word vectors, reuse, and replicability: Towards a community repository of large-text resources

摘要

著录项

相似文献

相关主题

期刊订阅