Datasets › Cleaned_Lang8

Cleaned_Lang8

Introduced by Rahul Nihalani et al. in Enhancing Grammatical Error Detection using BERT with Cleaned Lang-8 Dataset30 Jan 2024 archive 2025-07-28

Lang-8 Preprocessed Dataset (for GED):

  • Dataset: Lang-8, a publicly available dataset containing user-generated content, primarily from second-language learners, focused on writing errors.
  • Task: Grammatical Error Detection (GED).
  • Size: 200,000 sentences, with each sentence labeled as '0' for incorrect and '1' for its corrected version.
  • Preprocessing: The dataset has been cleaned and transformed to improve model performance, including removing noise, handling inconsistent annotations, and preparing it for training.
  • Usage: Ideal for training and evaluating models for GED and GEC.

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Cleaned_Lang8

1 variant name, as the archive lists them.

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