metadata

license: cc-by-nc-sa-4.0
pretty_name: NLP4SGPapers
task_categories:
  - text-classification

Dataset Card for NLP4SGPapers

Table of Contents
Dataset Description
- Dataset Summary
- Languages
Dataset Structure
Dataset Creation
Considerations for Using the Data
- Social Impact of Dataset
- Discussion of Biases
Additional Information

Dataset Description

Repository: NLP4SG
Paper:
Point of Contact: Zhijing Jin, Fernando Gonzalez

Dataset Summary

Scientific dataset with three associated tasks that can help identify NLP4SG papers.

Languages

The language in the dataset is English.

Dataset Structure

Data Instances

Each instance is an annotated paper with title, abstract, year.

Data Fields

ID: Paper ID in ACL Anthology
url: URL where the paper is available
title: Title of the paper
abstract: Abstract
label_nlp4sg: Whether is an NLP4SG paper or not. For more info on the criteria check our paper
task: List of tasks (Only available for the test set and for SG papers)
method: List of methods (Only available for the test set and for SG papers)
goal1: goal in string format
goal2: goal in string format
goal3: goal in string format
acknowledgments: acknowledgments
year: Year of publication
sdg1 to sdg17: Boolean value that indicates if the paper addresses the United Nations Social Development Goal.

Data Splits

NLP4SGPapers contains train, test and validation splits.

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Information about the data collection can be found in the appendix of [our paper].

Personal and Sensitive Information

The NLP4SGPapers dataset does not have privacy concerns.

Considerations for Using the Data

Social Impact of Dataset

The intended use of this work is to help the creation of an overview of the NLP4SG research landscape.

Additional Information

Dataset Curators