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--- |
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language: |
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- en |
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license: mit |
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task_categories: |
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- question-answering |
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pretty_name: bAbI-steps divided by task/skills |
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description: "TODO" |
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configs: |
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- config_name: simpletracking |
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data_files: |
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- split: test |
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path: "dataset/simpletracking/simpletracking-test.parquet" |
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- split: train |
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path: "dataset/simpletracking/simpletracking-train.parquet" |
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- split: validation |
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path: "dataset/simpletracking/simpletracking-validation.parquet" |
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- config_name: pathfinding |
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data_files: |
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- split: test |
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path: "dataset/pathfinding/pathfinding-test.parquet" |
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- split: train |
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path: "dataset/pathfinding/pathfinding-train.parquet" |
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- split: validation |
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path: "dataset/pathfinding/pathfinding-validation.parquet" |
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- config_name: listing |
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data_files: |
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- split: test |
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path: "dataset/listing/listing-test.parquet" |
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- split: train |
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path: "dataset/listing/listing-train.parquet" |
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- split: validation |
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path: "dataset/listing/listing-validation.parquet" |
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- config_name: temporalorder |
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data_files: |
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- split: test |
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path: "dataset/temporalorder/temporalorder-test.parquet" |
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- split: train |
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path: "dataset/temporalorder/temporalorder-train.parquet" |
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- split: validation |
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path: "dataset/temporalorder/temporalorder-validation.parquet" |
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- config_name: spatialorder |
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data_files: |
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- split: test |
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path: "dataset/spatialorder/spatialorder-test.parquet" |
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- split: train |
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path: "dataset/spatialorder/spatialorder-train.parquet" |
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- split: validation |
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path: "dataset/spatialorder/spatialorder-validation.parquet" |
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- config_name: sizeorder |
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data_files: |
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- split: test |
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path: "dataset/sizeorder/sizeorder-test.parquet" |
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- split: train |
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path: "dataset/sizeorder/sizeorder-train.parquet" |
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- split: validation |
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path: "dataset/sizeorder/sizeorder-validation.parquet" |
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- config_name: immediateorder |
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data_files: |
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- split: test |
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path: "dataset/immediateorder/immediateorder-test.parquet" |
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- split: train |
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path: "dataset/immediateorder/immediateorder-train.parquet" |
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- split: validation |
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path: "dataset/immediateorder/immediateorder-validation.parquet" |
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- config_name: complextracking |
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data_files: |
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- split: test |
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path: "dataset/complextracking/complextracking-test.parquet" |
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- split: train |
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path: "dataset/complextracking/complextracking-train.parquet" |
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- split: validation |
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path: "dataset/complextracking/complextracking-validation.parquet" |
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- config_name: temporaltracking |
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data_files: |
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- split: test |
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path: "dataset/temporaltracking/temporaltracking-test.parquet" |
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- split: train |
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path: "dataset/temporaltracking/temporaltracking-train.parquet" |
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- split: validation |
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path: "dataset/temporaltracking/temporaltracking-validation.parquet" |
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--- |
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# bAbI-steps Dataset : Per-Task |
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```python |
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from datasets import load_dataset |
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ds = load_dataset('PNYX/babisteps', '<task>') |
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``` |
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The available tasks are: |
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| Task ID | Task Name | Split Name| |
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|---------|-----------|----| |
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| 1 | simpletracking| train, validation, test | |
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| 2 | immediateorder| train, validation, test | |
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| 3 | complextracking| train, validation, test | |
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| 4 | listing| train, validation, test | |
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| 5 | sizeorder| train, validation, test | |
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| 6 | spatialorder| train, validation, test | |
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| 7 | temporalorder| train, validation, test | |
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| 8 | pathfinding| train, validation, test | |
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| 9 | temporaltracking| train, validation, test | |
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### PAPER NAME |
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@article{TODO, |
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title={TODO}, |
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author={TODO}, |
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journal={TODO}, |
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year={TODO} |
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} |
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