Dataset Card for Quora-TR

Dataset Description

Quora-TR is originally released by TR-MTEB group.

Dataset Structure

The original dataset only had dev and test split. We applied the following splitting methodology to obtain the train split:

• If a train-val-test split is available, we use the existing divisions as provided.
• For datasets with a train-test split only, we create a val split from the training set, sized to match the test set, and apply this across all models.
• In cases with a train-val split, we reassign the val set as the test split, then generate a new val split from the training data following the approach above.
• In cases with a val-test split, we split validation into train and vad sets in 80% and 20% proportions, respectively.
• When only a single combined split is present, we partition the data into train, val, and test sets in 70%, 15%, and 15% proportions, respectively.

Data Fields

• anchor (string): A user query in Turkish, typically asking about a specific topic, problem, or request for information.
• positive (string): A relevant, detailed answer in Turkish addressing the anchor query.

Source Dataset

hf.co/trmteb/quora-tr_fine_tuning_dataset