Hugging Face's logo

Datasets:
ihalage
/
sinhala-finetune-qa-eli5

Tasks:
Question Answering
Text Generation
Translation
Modalities:
Text
Formats:
json
Languages:
Sinhala
English
Size:
10K - 100K
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
1
sinhala-finetune-qa-eli5 / README.md
ihalage's picture
ihalage
Update README.md
c47977f verified
preview code
|
raw
history blame contribute delete
2.42 kB
metadata
license: mit
task_categories:
  - question-answering
  - text-generation
  - translation
  - text2text-generation
language:
  - si
  - en
pretty_name: >-
  Sinhala question answering dataset. Facilitates Sinhala-English translation
  too.
size_categories:
  - 1K<n<10K

Dataset Card for sinhala-finetune-qa-eli5

Sinhala question answering (QA) dataset contains a subset of the translated eli5 (explain like I'm 5) English dataset. eli5 is a crowdsourced dataset based mainly on the content from the subreddit r/explainlikeimfive. This is a forum where users post complex questions and other users provide simplified explanations.

A subset of eli5 dataset (10k samples) has been machine translated to Sinhala language using the Google Cloud Translation API.

Dataset Format

sinhala-finetune-qa-eli5 dataset contains the following columns.

  • q_id (question ID)
  • subreddit (subreddit where the question was asked)
  • url (URL to the question)
  • sinhala_question (Sinhala translation of the question)
  • sinhala_answer (Sinhala translation of an answer to the question)
  • english_question (Original English question)
  • english_answer (an English answer)

Applications

Many open source LLMs do not perform well on relatively uncommon languages such as Sinhala (as of June 2024). This dataset can be used to finetune open-source LLMs for Sinhala language, allowing the models to learn the syntax and semantics of the language and be able to generate coherent and contextually appropriate text in Sinhala. As the dataset contains the original English text too, one may use this dataset to finetune LLMs for translation tasks.

  • Sinhala question answering
  • English-Sinhala translation

Dataset Summary

annotations_creators:

  • machine-generated
  • manual sifting

language:

  • 'en'
  • 'si'

language_creators:

  • machine-generated
  • crowdsourced

license:

  • mit

multilinguality:

  • multilingual
  • translation

pretty_name:

  • Sinhala question answering dataset. Facilitates Sinhala-English translation too.

size_categories:

  • 1K<n<10K

source_datasets:

  • extended|eli5

tags:

  • sinhala
  • question answering
  • general
  • sinhala-english-translation
  • qa
  • reddit

task_categories:

  • question-answering
  • translation
  • text-generation
  • text2text-generation

task_ids:

  • open-domain-qa
  • dialogue-modeling
  • language-modeling
  • explanation-generation
  • abstractive-qa
  • open-domain-abstractive-qa