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README.md

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+---
+configs:
+- config_name: jfleg
+  data_files: "jfleg/data.jsonl"
+  default: true
+- config_name: asset
+  data_files: "asset/data.jsonl"
+- config_name: fruit
+  data_files: "fruit/data.jsonl"
+- config_name: iterater
+  data_files: "iterater/data.jsonl"
+- config_name: iterater_clarity
+  data_files: "iterater_clarity/data.jsonl"
+- config_name: iterater_coherence
+  data_files: "iterater_coherence/data.jsonl"
+- config_name: iterater_fluency
+  data_files: "iterater_fluency/data.jsonl"
+- config_name: stsb_multi_mt
+  data_files: "stsb_multi_mt/data.jsonl"
+- config_name: turk
+  data_files: "turk/data.jsonl"
+- config_name: wafer_insert
+  data_files: "wafer_insert/data.jsonl"
+- config_name: wnc
+  data_files: "wnc/data.jsonl"
+license: cc-by-nc-sa-4.0
+task_categories:
+- text2text-generation
+tags:
+- text-editing
+- benchmark
+---
+
+# EditEval: The Instruction-Based Benchmark for Text Improvements
+
+This dataset contains the [EditEval benchmark](https://arxiv.org/abs/2209.13331) data, converted to JSONL and organized by task/dataset.
+
+## Subsets
+
+| Config | Task | Examples |
+|--------|------|----------|
+| `jfleg` | Fluency | 1,501 |
+| `asset` | Simplification | 2,359 |
+| `turk` | Simplification | 2,359 |
+| `iterater` | Mixed (all tasks) | 621 |
+| `iterater_fluency` | Fluency | 203 |
+| `iterater_clarity` | Clarity | 342 |
+| `iterater_coherence` | Coherence | 76 |
+| `stsb_multi_mt` | Paraphrasing | 153 |
+| `wnc` | Neutralization | 1,700 |
+| `wafer_insert` | Updating (insertion) | 9,108 |
+| `fruit` | Updating | 150 |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load a specific subset
+ds = load_dataset("bzz2/EditEval", "jfleg")
+
+# Load with a limit
+ds = load_dataset("bzz2/EditEval", "fruit", split="train[:10]")
+```
+
+## Schema
+
+Each record has the following fields:
+
+- `id` — unique example identifier
+- `input` — source text to be edited
+- `title` — article/document title (if applicable)
+- `task_type` — editing task (fluency, simplification, neutralization, etc.)
+- `retrieved_documents` — supporting documents (used by updating tasks)
+- `meta` — additional metadata (JSON string)
+
+## Citation
+
+```bibtex
+@inproceedings{dwivedi-edit-2022,
+  doi = {10.48550/ARXIV.2209.13331},
+  url = {https://arxiv.org/abs/2209.13331},
+  author = {Dwivedi-Yu, Jane and Schick, Timo and Jiang, Zhengbao and Lomeli, Maria and Lewis, Patrick and Izacard, Gautier and Grave, Edouard and Riedel, Sebastian and Petroni, Fabio},
+  title = {EditEval: An Instruction-Based Benchmark for Text Improvements},
+  publisher = {arXiv},
+  year = {2022},
+}
+```