Pravallika6/hit_dataset_grouped_v2

--- configs: - config_name: default data_files: - split: train path: train.parquet - split: validation path: val.parquet - split: test path: test.parquet --- # HiT Grouped Dataset v2 Extended grouped dataset with sibling and grandparent columns for full loss ablation. ## Columns - `child` — question or trigger observation - `parent_1 parent_2 parent_3` — true parents (padded to 3) - `negative_1 negative_2 negative_3 negative_4 negative_5 negative_6 negative_7 negative_8` — sampled negatives from same-depth pool - `sibling_1 sibling_2` — another child of parent_i (for sibling sector loss) - `grandparent_1 grandparent_2` — 2-hop ancestors (for transitive cone loss) ## Usage ```python HierarchyTransformerLoss( n_parents=3, n_negatives=8, n_siblings=2, n_grandparents=2 ) ```