We describe an approach to improve the perfor- mance of the sampling-based multilingual alignment method implemented by Anymalign on translation tasks. The idea of the approach is to enforce the alignment of N-
Full size image To validate conclusions derived from simulated data set, we repeated this valuation process with a date set of WGS reads for individual NA2438513. We used a “downsampling” approach to create eight subsets of reads from 2X to 100X coverages, as used in simulated sets, by ...
where the v1 version is generated using iterative degree-based sampling (IDS) method, while the v2 version first randomly removes entities with degree less than or equal to 5 and then uses the IDS method, which increases the density.
Fig. 2. Comparison of feature sampling process between standard convolution (a) and hypergraph convolution (b). Due to the design limitations of standard convolution, including the convolution kernel and the local receptive field, its ability to explore relationships between features is restricted, mak...
The dataset consists of two versions, where the v1 version is generated using iterative degree-based sampling (IDS) method, while the v2 version first randomly removes entities with degree less than or equal to 5 and then uses the IDS method, which increases the density. (5) Chinese dataset...
In lineages of allopolyploid origin, sets of homoeologous chromosomes may coexist that differ in gene content and syntenic structure. Presence or absence of genes and microsynteny along chromosomal blocks can serve to differentiate subgenomes and to infe
proposed iterative degree-based sampling (IDS) algorithm simultaneously deletes entities in two source KGs with reference alignment until achieving the desired size, meanwhile retaining a similar degree distribution of the sampled dataset as the source KG. The following figure describes the sampling ...
The proposed iterative degree-based sampling (IDS) algorithm simultaneously deletes entities in two source KGs with reference alignment until achieving the desired size, meanwhile retaining a similar degree distribution of the sampled dataset as the source KG. The following figure describes the sampling...
conformation space samplingmultiple time stepP3METhe alignment and optical properties of ferroelectric liquid crystal cells, having alignment films of a chalcone-based side chain polymer treated by linearly polarized UV irradiation were investigated. The long absorption band of the UV/Vis spectra ...
Kotnis B, Nastase V (2017) Analysis of the impact of negative sampling on link prediction in knowledge graphs. arXiv:1708.068161708.06816 Chen M, Tian Y, Yang M, Zaniolo C (2017) Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. Paper Presented at the 26th Int Jt...