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## License ``` Copyright 2020 Riccardo CAPPUZZO Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ``` ## EmbDI datasets The datasets contained in this directory were used while working with [EmbDI](https://gitlab.eurecom.fr/cappuzzo/embdi) on the relevant paper. Please refer to the full repository for more info. What is provided here was sourced mostly from [The Magellan Data Repository](https://sites.google.com/site/anhaidgroup/useful-stuff/data#TOC-The-Corleone-Data-Sets). For each dataset, three tables are provided: table-A and table-B are taken from the original repository and slightly modified (lower casing, spaces were replaced by `_`, some special characters were removed), while the third table is the concatenation of tables A and B. ## Edgelists Edgelists are the data structures used by EmbDI. They are generated starting from each concatenated dataset and are then fed to the algorithm. ## EQ tests The `EQ tests` folder contains all the tests used to perform the Embeddings Quality evaluation in the paper. The additional resources include: * (partially preprocessed) base datasets. * Their Entity Resolution and Schema Matching versions. * Edgelists for both ER and SM versions. * Ground truth files for ER and SM tasks. * Test directories for the EQ task. * Copies of the configuration files provided in this repository. Configuration files, info files and ER match files were left in this repository in `pipeline/config_files/default`, `pipeline/info` and `pipeline/matches/default`.
entity matching, entity resolution, schema matching, data integration, table embeddings
entity matching, entity resolution, schema matching, data integration, table embeddings
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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