Open Ended Question Answer Dataset in Filipino

This Q&A dataset consist of open ended questions and answers in Filipino from wide range of domains. Along with that it includes the detailed annotation for each question and answer.

Category

Prompt-Completion Open Ended QA Dataset

Total volume

5000+ Assets

Last Updated

July 2023

Number of participants

50 people

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About This OTS Dataset

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What’s Included

The Filipino Open-Ended Question Answering Dataset is a meticulously curated collection of comprehensive Question-Answer pairs. It serves as a valuable resource for training Large Language Models (LLMs) and Question-answering models in the Filipino language, advancing the field of artificial intelligence.



Dataset Content:

This QA dataset comprises a diverse set of open-ended questions paired with corresponding answers in Filipino. There is no context paragraph given to choose an answer from, and each question is answered without any predefined context content. The questions cover a broad range of topics, including science, history, technology, geography, literature, current affairs, and more.



Each question is accompanied by an answer, providing valuable information and insights to enhance the language model training process. Both the questions and answers were manually curated by native Filipino people, and references were taken from diverse sources like books, news articles, websites, and other reliable references.



This question-answer prompt completion dataset contains different types of prompts, including instruction type, continuation type, and in-context learning (zero-shot, few-shot) type. The dataset also contains questions and answers with different types of rich text, including tables, code, JSON, etc., with proper markdown.



Question Diversity:

To ensure diversity, this Q&A dataset includes questions with varying complexity levels, ranging from easy to medium and hard. Different types of questions, such as multiple-choice, direct, and true/false, are included. Additionally, questions are further classified into fact-based and opinion-based categories, creating a comprehensive variety. The QA dataset also contains the question with constraints and persona restrictions, which makes it even more useful for LLM training.



Answer Formats:

To accommodate varied learning experiences, the dataset incorporates different types of answer formats. These formats include single-word, short phrases, single sentences, and paragraph types of answers. The answer contains text strings, numerical values, date and time formats as well. Such diversity strengthens the Language model's ability to generate coherent and contextually appropriate answers.



Data Format and Annotation Details:

This fully labeled Filipino Open Ended Question Answer Dataset is available in JSON and CSV formats. It includes annotation details such as id, language, domain, question_length, prompt_type, question_category, question_type, complexity, answer_type, rich_text.



Quality and Accuracy:

The dataset upholds the highest standards of quality and accuracy. Each question undergoes careful validation, and the corresponding answers are thoroughly verified. To prioritize inclusivity, the dataset incorporates questions and answers representing diverse perspectives and writing styles, ensuring it remains unbiased and avoids perpetuating discrimination.



Both the question and answers in Filipino are grammatically accurate without any word or grammatical errors. No copyrighted, toxic, or harmful content is used while building this dataset.



Continuous Updates and Customization:

The entire dataset was prepared with the assistance of human curators from the FutureBeeAI crowd community. Continuous efforts are made to add more assets to this dataset, ensuring its growth and relevance. Additionally, FutureBeeAI offers the ability to collect custom question-answer data tailored to specific needs, providing flexibility and customization options.



License:

The dataset, created by FutureBeeAI, is now ready for commercial use. Researchers, data scientists, and developers can utilize this fully labeled and ready-to-deploy Filipino Open Ended Question Answer Dataset to enhance the language understanding capabilities of their generative ai models, improve response generation, and explore new approaches to NLP question-answering tasks.


Use Cases

Question Answer Dataset for Language Model Training

Language Model Training

Q&A dataset for question answering model

Question Answering Systems

Question answer dataset for natural language understanding

Natural Language Understanding

Q&A dataset for chatbot and virtual assistant training

Chatbots and Virtual Assistants

Dataset Sample(s)

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Samples will be available soon!

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Dataset Details

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Dataset type

Open Ended Question Answer Dataset

Volume

5000+

Media type

Text

Language

Filipino

Domain

science, history, technology,...more

File Details

Details Headline

Format

JSON, CSV

Annotation

Yes

Schema Element

unique_id, question,...more

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