Datasets:

bhogan
/

quality-search-dataset

article_id string	set_unique_id string	title string	author string	topic string	year string	full_article string	chunks list	chunk_embeddings list	question string	options list	gold_label int64	writer_label int64	question_unique_id string	difficult int64
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	Does the author want his audience to dislike The Phantom Menace?	["Yes, he is building an argument for why people should not like the movie","Yes, George Lucas does (...TRUNCATED)	3	3	20064_S6NDI1IS_1	1
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	What does the critic likely view as the best part of the movie?	[ "Pod racing", "Darth Maul", "Special effects", "R2-D2" ]	3	3	20064_S6NDI1IS_2	0
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	How did the critic likely feel about the email from his wife's relative?	[ "Angry", "Pity", "Frustration", "Happy" ]	2	2	20064_S6NDI1IS_3	0
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	What problem does The Phantom Menace create for Darth Vader's character?	["\"Metachorians\" change his backstory","Young Anakin building C-3PO","Young Anakin pod races","You(...TRUNCATED)	2	2	20064_S6NDI1IS_4	1
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	Which of the following was a problem with the movie identified by the critic?	[ "The acting", "The actors", "The effects", "The setting" ]	1	1	20064_S6NDI1IS_5	0
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	Who does the critic blame for the quality of this movie?	[ "The actors", "The audience", "The director", "The plot" ]	3	3	20064_S6NDI1IS_6	1
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	"If the critic had to use one word to describe the movie, which of the following would he likely cho(...TRUNCATED)	[ "Inaccurate", "Boring", "Irrelevant", "Long" ]	2	2	20064_S6NDI1IS_7	0
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	Why does the critic believe that some people will like The Phantom Menace?	[ "He does not believe anyone will like it", "Pod racing", "The effects", "Delusion" ]	4	4	20064_S6NDI1IS_8	1
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	What change does the critic think would have the biggest impact on the quality of the film?	["Change the setting","More writers should have worked on the script","The acting should be better",(...TRUNCATED)	2	2	20064_S6NDI1IS_9	0
20064	20064_S6NDI1IS	Dark Side Lite	David Edelstein	Periodicals; Specialized Magazine; Media Coverage	1999	"Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who can(...TRUNCATED)	["Dark Side Lite Those poor souls who've been camping out in front of theaters for six weeks: Who ca(...TRUNCATED)	[[-0.004235337022691965,0.016204766929149628,-0.007634938694536686,-0.0062609328888356686,0.01798955(...TRUNCATED)	What missing component of the movie does the critic reference throughout the entire review?	[ "Emotion", "Action", "Plot", "The Force" ]	1	1	20064_S6NDI1IS_10	1

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QuALITY Search Dataset

This dataset is derived from the QuALITY (Question Answering with Long Input Texts, Yes!) dataset, specifically designed for search-based question answering environments.

Dataset Overview

Source: QuALITY v1.0.1 dev set
Samples: 453 question-article pairs from 50 articles
Task: Multiple-choice question answering with search capabilities
Embeddings: OpenAI text-embedding-3-small (1536 dimensions)

Quick Start

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("bhogan/quality-search-dataset")

# Access a sample
sample = dataset['train'][0]
print(f"Question: {sample['question']}")
print(f"Options: {sample['options']}")
print(f"Correct answer: {sample['gold_label']}")
print(f"Number of chunks: {len(sample['chunks'])}")

Dataset Structure

Each sample contains:

article_id: Unique identifier for the article
title: Article title
author: Article author
topic: Article topic/category
year: Publication year
full_article: Complete cleaned article text
chunks: Text chunks (~200 characters each with 50 character overlap)
chunk_embeddings: OpenAI embeddings for each chunk (1536 dimensions)
question: Multiple choice question
options: List of 4 answer options
gold_label: Correct answer (1-4)
writer_label: Original writer's answer
question_unique_id: Unique identifier for the question
difficult: Difficulty indicator

Search Functionality

This dataset is designed for search-based QA where:

Agent receives a question about an article
Agent can submit search queries (up to 3)
System returns top-5 most similar chunks using cosine similarity
Agent must answer the multiple choice question using retrieved chunks

Citation

If you use this dataset, please cite the original QuALITY paper:

@inproceedings{pang2021quality,
  title={{QuALITY}: Question Answering with Long Input Texts, Yes!},
  author={Pang, Richard Yuanzhe and Parrish, Alicia and Joshi, Nitish and Nangia, Nikita and Phang, Jason and Chen, Angelica and Padmakumar, Vishakh and Ma, Johnny and Thompson, Jana and He, He and Bowman, Samuel R},
  booktitle={Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
  pages={3626--3637},
  year={2021}
}

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