Radar Station Supplementary Material 1/2

<p># Radar Station data file.&nbsp;<br> <br> &nbsp;This repo contains the data necessary for the paper &#39;Radar Station: Using KG Embeddings for Semantic Table Interpretation and Entity Disambiguation.&#39;<br> <br> The second part of the data is available at&nbsp;https://zenodo.org/record/6522921<br> <br> &nbsp;Its structure of it is as follows:<br> <br> &nbsp;&#39;&#39;&#39;<br> &nbsp;├─readme.md<br> &nbsp;├─DAGOBAHSL_Scoring<br> &nbsp;│&nbsp;&nbsp;├─Limaye_Result<br> &nbsp;│&nbsp;&nbsp;├─T2D_Result<br> &nbsp;│&nbsp;&nbsp;├─2T_Result<br> &nbsp;│&nbsp;&nbsp;├─ShortTable_Result<br> &nbsp;├─Embeddings<br> &nbsp;│&nbsp;&nbsp;├─RotetE<br> &nbsp;│&nbsp;&nbsp;├─ComplEx<br> &nbsp;│&nbsp;&nbsp;├─TransE<br> &nbsp;│&nbsp;&nbsp;├─Dismult<br> &nbsp;├─Datasets<br> &nbsp;│&nbsp;&nbsp;├─Key_Column_Index<br> &nbsp;│&nbsp;&nbsp;│&nbsp;&nbsp;├─Limaye<br> &nbsp;│&nbsp;&nbsp;│&nbsp;&nbsp;├─T2D<br> &nbsp;│&nbsp;&nbsp;├─ShortTable<br> &nbsp;├─Wikidata_Ground_Truth<br> &nbsp;│&nbsp;&nbsp;├─Wikidata_GS_Limaye<br> &nbsp;│&nbsp;&nbsp;├─Wikidata_GS_T2D<br> &nbsp;│&nbsp;&nbsp;├─Wikidata_GS_2T<br> &nbsp;│&nbsp;&nbsp;├─Wikidata_GS_ShortTable<br> &nbsp;&#39;&#39;&#39;<br> <br> ## DAGOBAHSL_Scoring<br> &nbsp;It contains the result of the candidate scoring step after the four datasets were processed through a previous annotation system.<br> &nbsp;In this score step, we did not filter any candidates during the calculation and always kept their scores.&nbsp;<br> <br> <br> ## Embeddings<br> <br> &nbsp;This folder contains four embeddings used during our experiment.<br> &nbsp;We provide four embeddings for the experiments: TransE, RotatE, Dismult, and ComplEx.&nbsp;<br> &nbsp;In which the RotatE embeddings are from the pre-trained embeddings of GraphVite: https://graphvite.io/docs/latest/pretrained_model.html&nbsp;<br> &nbsp;TransE, Dismult, and ComplEx are trained using Pytorch-BigGraph with Wikidata dump version 2021 May.<br> <br> **NOTICE**: the Dismult and ComplEx Embeddings should be further added to this folder.<br> <br> <br> ## Datasets<br> ### Key_Column_Index<br> <br> &nbsp;Key_Column_Index folder contains the index of the key column position for T2D and Limaye that are manually annotated.<br> &nbsp;It tells Radar Station in which column we should run.<br> <br> ### ShortTable<br> <br> &nbsp;It contains the ShortTable dataset with tables of only two rows.<br> <br> ## Wikidata_Ground_Truth<br> &nbsp;It contains the ground truth of the four datasets with Wikidata entities.</p>