Necent/efficientrag-filter-training-data
收藏Hugging Face2026-03-26 更新2026-03-29 收录
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资源简介：
---
language:
- en
- ru
tags:
- efficientrag
- multi-hop-qa
- token-classification
license: mit
---
# EfficientRAG Filter Training Data
Training data for the **Filter** component of [EfficientRAG](https://arxiv.org/abs/2408.04259).
## Format
JSONL with fields:
- `query_info` — concatenation of original question + extracted useful tokens
- `token_labels` — per-word binary labels (1=keep, 0=discard)
## Statistics
| | Count |
|--|-------|
| Total samples | 5,691 |
## Data Sources
| Source | Language | Samples | Method |
|--------|----------|---------|--------|
| HotpotQA (5K questions) | EN | ~5K | Heuristic labels |
| Dragon-derec multi-hop (690) | RU | ~700 | LLM-synthesized (gpt-4o-mini) |
## Usage
## Related
- Model: [Necent/efficientrag-filter-mdeberta-v3-base](https://huggingface.co/Necent/efficientrag-filter-mdeberta-v3-base)
- Labeler data: [Necent/efficientrag-labeler-training-data](https://huggingface.co/datasets/Necent/efficientrag-labeler-training-data)
- Labeler model: [Necent/efficientrag-labeler-mdeberta-v3-base](https://huggingface.co/Necent/efficientrag-labeler-mdeberta-v3-base)
- Paper: [EfficientRAG (arXiv:2408.04259)](https://arxiv.org/abs/2408.04259)
- Base dataset: [Makson4ic/dragon-derec-dataset](https://huggingface.co/datasets/Makson4ic/dragon-derec-dataset)
提供机构：
Necent
