Datasets:
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README.md
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---
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license: cc-by-sa-4.0
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task_categories:
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- question-answering
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language:
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- en
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pretty_name: parser_dataset
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tags:
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- multi-hop-qa
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- hotpotqa
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- 2wikimultihopqa
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- retrieval
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configs:
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- config_name: train
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data_files:
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- split: train
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path: train/hotpotqa_train_process_emb-select_llm-unable.parquet
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- config_name: 2wiki_val
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data_files:
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- split: eval_50
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path: 2wiki_val/eval_50.json
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- split: eval_100
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path: 2wiki_val/eval_100.json
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- split: eval_200
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path: 2wiki_val/eval_200.json
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- split: eval_400
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path: 2wiki_val/eval_400.json
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- split: eval_800
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path: 2wiki_val/eval_800.json
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- split: eval_1600
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path: 2wiki_val/eval_1600.json
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- split: eval_3200
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path: 2wiki_val/eval_3200.json
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- split: eval_6400
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path: 2wiki_val/eval_6400.json
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- config_name: hqa_val
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data_files:
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- split: eval_50
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path: hqa_val/eval_50.json
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- split: eval_100
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path: hqa_val/eval_100.json
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- split: eval_200
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path: hqa_val/eval_200.json
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- split: eval_400
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path: hqa_val/eval_400.json
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- split: eval_800
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path: hqa_val/eval_800.json
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- split: eval_1600
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path: hqa_val/eval_1600.json
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- split: eval_3200
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path: hqa_val/eval_3200.json
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- split: eval_6400
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path: hqa_val/eval_6400.json
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---
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# parser_dataset
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Parser training and evaluation data for multi-hop QA with long concatenated document contexts.
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Derived from [HotpotQA](https://hotpotqa.github.io/) and [2WikiMultihopQA](https://github.com/Alab-NII/2wikimultihop).
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## Contents
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| Path | Split | Samples | Notes |
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| --- | --- | --- | --- |
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| `train/hotpotqa_train_process_emb-select_llm-unable.parquet` | train | HotpotQA processed train | VERL / `ParserRLHFDataset` format |
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| `2wiki_val/eval_{N}.json` | eval | 128 per file | 2WikiMultihopQA, `N` documents per example |
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| `hqa_val/eval_{N}.json` | eval | 128 per file | HotpotQA, `N` documents per example |
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`N` ∈ `{50, 100, 200, 400, 800, 1600, 3200, 6400}`.
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## Load
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```python
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from datasets import load_dataset
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train = load_dataset("inNexus/parser_dataset", "train", split="train")
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hqa_50 = load_dataset("inNexus/parser_dataset", "hqa_val", split="eval_50")
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wiki_6400 = load_dataset("inNexus/parser_dataset", "2wiki_val", split="eval_6400")
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```
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## Fields
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**Train parquet** (consumed by `ParserRLHFDataset`): `prompt`, `context`, `reward_model`, `data_source`.
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**Eval JSON**
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- `hqa_val`: `context`, `input`, `answers`, `num_docs`, `index`
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- `2wiki_val`: same as above, plus `is_ordered`, `is_reverse_ordered`, `min_distance`, `evidence_idx`, `level`, `type`, `id`
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