cmaldona/Generalization-MultiClass-CLINC150-ROSTD
This dataset merge 3 datasets and have two setup for experiments in generalisation for multi-class clasificacitino task. ID, near-OOD, covariate-shitf: CLINC150 ID, near-OOD, covariate-shitf: ROSTD+OOD (fbreleasecoarse version) far-OOD Validation: SST2 far-OOD Test: News Category (v3)
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1---2name: generalization-test3version: 1.0.04description: Merge between 3 datasets.5configs:6 - config_name: clinc1507 default: true8 data_files:9 - split: train10 path: "train_clinc150.csv"11 - split: validation12 path: "validation_clinc150.csv"13 - split: test14 path: "test_clinc150.csv"15 - config_name: rostd+16 data_files:17 - split: train18 path: "train_rostd+.csv"19 - split: validation20 path: "val_rostd+.csv"21 - split: test22 path: "test_rostd+.csv"23license: openrail24task_categories:25- text-classification26language:27- en28---29 30This dataset merge 3 datasets and have two setup for experiments in generalisation for multi-class clasificacitino task.31 32* ID, near-OOD, covariate-shitf: [CLINC150](https://github.com/clinc/oos-eval)33* ID, near-OOD, covariate-shitf: [ROSTD+OOD](https://github.com/vgtomahawk/LR_GC_OOD) (fbreleasecoarse version)34* far-OOD Validation: [SST2](https://huggingface.co/datasets/sst2) 35* far-OOD Test: [News Category](https://www.kaggle.com/datasets/rmisra/news-category-dataset?resource=download) (v3)