README.md

metadata

language:
  - bn
license: unknown
multilinguality:
  - monolingual
size_categories:
  - 1K<n<10K
task_categories:
  - question-answering
dataset_info:
  - config_name: additional
    features:
      - name: id
        dtype: string
      - name: question_stem
        dtype: string
      - name: choices
        sequence:
          - name: text
            dtype: string
          - name: label
            dtype: string

Data Summary

This is the Bangla-translated version of the OpenBookQA dataset. The dataset was translated using a new method called Expressive Semantic Translation (EST), which combines Google Machine Translation with LLM-based rewriting modifications. This method enhances the semantic accuracy and expressiveness of the translated content. OpenBookQA focuses on advanced question-answering, requiring multi-step reasoning, additional common and commonsense knowledge, and rich text comprehension, similar to open-book exams.

Data Details

Data Instances

Defaults

An example of a 'train' looks as follows:

{
  "question_stem": "রাতে যখন একটি গাড়ি আপনার কাছে আসছে",
  "choices": {
    "text": ["হেডলাইট আরো তীব্র হয়", "হেডলাইট অন্ধকারে ফিরে যায়", "হেডলাইট একটি ধ্রুবক থাকে", "হেডলাইট বন্ধ"],
    "label": ["A", "B", "C", "D"]
  },
  "answerKey": "A"
}

Data Fields

default

The data fields are the same among all splits.

• id: a string feature.
• question_stem: a string feature.
• choices: a dictionary feature containing:
  • text: a string feature.
  • label: a string feature.
• answerKey: a string feature.

Data Split

Split	Number
train	4947
validation	500
test	497

Dataset Creation

Curation Rationale

Source Data

Initial Data Collection and Normalization

Who are the source language producers?

Annotations

Annotation process

Who are the annotators?

Personal and Sensitive Information

Considerations for Using the Data

Social Impact of Dataset

Discussion of Biases

Other Known Limitations

Additional Information

Dataset Curators

Licensing Information

Citation Information

Contributions