--- annotations_creators: - other language: - en language_creators: - found license: - other multilinguality: - monolingual pretty_name: KBP37 is an English Relation Classification dataset size_categories: - 10K Thom Yorke of Radiohead has included the + for many of his signature distortion sounds using a variety of guitars to achieve various tonal options .", "relation": 27 } ``` #### kbp37_formatted - **Size of downloaded dataset files:** 5.11 MB - **Size of the generated dataset:** 6.58 MB An example of 'train' looks as follows: ```json { "id": "1", "token": ["Leland", "High", "School", "is", "a", "public", "high", "school", "located", "in", "the", "Almaden", "Valley", "in", "San", "Jose", "California", "USA", "in", "the", "San", "Jose", "Unified", "School", "District", "."], "e1_start": 0, "e1_end": 3, "e2_start": 14, "e2_end": 16, "relation": 3 } ``` ### Data Fields #### kbp37 - `id`: the instance id of this sentence, a `string` feature. - `sentence`: the sentence, a `string` features. - `relation`: the relation label of this instance, an `int` classification label. ```python {"no_relation": 0, "org:alternate_names(e1,e2)": 1, "org:alternate_names(e2,e1)": 2, "org:city_of_headquarters(e1,e2)": 3, "org:city_of_headquarters(e2,e1)": 4, "org:country_of_headquarters(e1,e2)": 5, "org:country_of_headquarters(e2,e1)": 6, "org:founded(e1,e2)": 7, "org:founded(e2,e1)": 8, "org:founded_by(e1,e2)": 9, "org:founded_by(e2,e1)": 10, "org:members(e1,e2)": 11, "org:members(e2,e1)": 12, "org:stateorprovince_of_headquarters(e1,e2)": 13, "org:stateorprovince_of_headquarters(e2,e1)": 14, "org:subsidiaries(e1,e2)": 15, "org:subsidiaries(e2,e1)": 16, "org:top_members/employees(e1,e2)": 17, "org:top_members/employees(e2,e1)": 18, "per:alternate_names(e1,e2)": 19, "per:alternate_names(e2,e1)": 20, "per:cities_of_residence(e1,e2)": 21, "per:cities_of_residence(e2,e1)": 22, "per:countries_of_residence(e1,e2)": 23, "per:countries_of_residence(e2,e1)": 24, "per:country_of_birth(e1,e2)": 25, "per:country_of_birth(e2,e1)": 26, "per:employee_of(e1,e2)": 27, "per:employee_of(e2,e1)": 28, "per:origin(e1,e2)": 29, "per:origin(e2,e1)": 30, "per:spouse(e1,e2)": 31, "per:spouse(e2,e1)": 32, "per:stateorprovinces_of_residence(e1,e2)": 33, "per:stateorprovinces_of_residence(e2,e1)": 34, "per:title(e1,e2)": 35, "per:title(e2,e1)": 36} ``` #### kbp37_formatted - `id`: the instance id of this sentence, a `string` feature. - `token`: the list of tokens of this sentence, using `str.split()`, a `list` of `string` features. - `e1_start`: the 0-based index of the start token of the first argument', an `int` feature. - `e1_end`: the 0-based index of the end token of the first argument, exclusive, an `int` feature. - `e2_start`: the 0-based index of the start token of the second argument, an `int` feature. - `e2_end`: the 0-based index of the end token of the second argument, exclusive, an `int` feature. - `relation`: the relation label of this instance, an `int` classification label (same as `'kbp37''`). ### Data Splits | | Train | Dev | Test | |-------|-------|------|------| | kbp37 | 15917 | 1724 | 3405 | | kbp37_formatted | 15807 | 1714 | 3379 | ## Dataset Creation ### Curation Rationale [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Source Data #### Initial Data Collection and Normalization [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the source language producers? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Annotations #### Annotation process [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the annotators? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Personal and Sensitive Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Considerations for Using the Data ### Social Impact of Dataset [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Discussion of Biases [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Other Known Limitations [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Additional Information ### Dataset Curators [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Licensing Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Citation Information ``` @article{DBLP:journals/corr/ZhangW15a, author = {Dongxu Zhang and Dong Wang}, title = {Relation Classification via Recurrent Neural Network}, journal = {CoRR}, volume = {abs/1508.01006}, year = {2015}, url = {http://arxiv.org/abs/1508.01006}, eprinttype = {arXiv}, eprint = {1508.01006}, timestamp = {Fri, 04 Nov 2022 18:37:50 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangW15a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } ``` ### Contributions Thanks to [@phucdev](https://github.com/phucdev) for adding this dataset.