Datasets:
Tasks:
Text Classification
Languages:
Portuguese
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
found
Annotations Creators:
expert-generated
Source Datasets:
original
Tags:
License:
annotations_creators: | |
- expert-generated | |
language_creators: | |
- found | |
language: | |
- pt | |
license: | |
- unknown | |
multilinguality: | |
- monolingual | |
size_categories: | |
- 1K<n<10K | |
source_datasets: | |
- original | |
task_categories: | |
- text-classification | |
task_ids: | |
- text-scoring | |
- natural-language-inference | |
- semantic-similarity-scoring | |
paperswithcode_id: assin2 | |
pretty_name: ASSIN 2 | |
dataset_info: | |
features: | |
- name: sentence_pair_id | |
dtype: int64 | |
- name: premise | |
dtype: string | |
- name: hypothesis | |
dtype: string | |
- name: relatedness_score | |
dtype: float32 | |
- name: entailment_judgment | |
dtype: | |
class_label: | |
names: | |
'0': NONE | |
'1': ENTAILMENT | |
splits: | |
- name: train | |
num_bytes: 863995 | |
num_examples: 6500 | |
- name: test | |
num_bytes: 339266 | |
num_examples: 2448 | |
- name: validation | |
num_bytes: 66824 | |
num_examples: 500 | |
download_size: 566733 | |
dataset_size: 1270085 | |
configs: | |
- config_name: default | |
data_files: | |
- split: train | |
path: data/train-* | |
- split: test | |
path: data/test-* | |
- split: validation | |
path: data/validation-* | |
# Dataset Card for ASSIN 2 | |
## Table of Contents | |
- [Dataset Description](#dataset-description) | |
- [Dataset Summary](#dataset-summary) | |
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
- [Languages](#languages) | |
- [Dataset Structure](#dataset-structure) | |
- [Data Instances](#data-instances) | |
- [Data Fields](#data-fields) | |
- [Data Splits](#data-splits) | |
- [Dataset Creation](#dataset-creation) | |
- [Curation Rationale](#curation-rationale) | |
- [Source Data](#source-data) | |
- [Annotations](#annotations) | |
- [Personal and Sensitive Information](#personal-and-sensitive-information) | |
- [Considerations for Using the Data](#considerations-for-using-the-data) | |
- [Social Impact of Dataset](#social-impact-of-dataset) | |
- [Discussion of Biases](#discussion-of-biases) | |
- [Other Known Limitations](#other-known-limitations) | |
- [Additional Information](#additional-information) | |
- [Dataset Curators](#dataset-curators) | |
- [Licensing Information](#licensing-information) | |
- [Citation Information](#citation-information) | |
- [Contributions](#contributions) | |
## Dataset Description | |
- **Homepage:** [ASSIN 2 homepage](https://sites.google.com/view/assin2) | |
- **Repository:** [ASSIN 2 repository](https://sites.google.com/view/assin2) | |
- **Paper:** [The ASSIN 2 shared task: a quick overview](https://drive.google.com/file/d/1ft1VU6xiVm-N58dfAp6FHWjQ4IvcXgqp/view) | |
- **Point of Contact:** [Livy Real](mailto:livyreal@gmail.com) | |
### Dataset Summary | |
The ASSIN 2 corpus is composed of rather simple sentences. Following the procedures of SemEval 2014 Task 1. | |
The training and validation data are composed, respectively, of 6,500 and 500 sentence pairs in Brazilian Portuguese, | |
annotated for entailment and semantic similarity. Semantic similarity values range from 1 to 5, and text entailment | |
classes are either entailment or none. The test data are composed of approximately 3,000 sentence pairs with the same | |
annotation. All data were manually annotated. | |
### Supported Tasks and Leaderboards | |
[More Information Needed] | |
### Languages | |
The language supported is Portuguese. | |
## Dataset Structure | |
### Data Instances | |
An example from the ASSIN 2 dataset looks as follows: | |
``` | |
{ | |
"entailment_judgment": 1, | |
"hypothesis": "Uma criança está segurando uma pistola de água", | |
"premise": "Uma criança risonha está segurando uma pistola de água e sendo espirrada com água", | |
"relatedness_score": 4.5, | |
"sentence_pair_id": 1 | |
} | |
``` | |
### Data Fields | |
- `sentence_pair_id`: a `int64` feature. | |
- `premise`: a `string` feature. | |
- `hypothesis`: a `string` feature. | |
- `relatedness_score`: a `float32` feature. | |
- `entailment_judgment`: a classification label, with possible values including `NONE`, `ENTAILMENT`. | |
### Data Splits | |
The data is split into train, validation and test set. The split sizes are as follow: | |
| Train | Val | Test | | |
| ------ | ----- | ---- | | |
| 6500 | 500 | 2448 | | |
## Dataset Creation | |
### Curation Rationale | |
[More Information Needed] | |
### Source Data | |
#### Initial Data Collection and Normalization | |
[More Information Needed] | |
#### Who are the source language producers? | |
[More Information Needed] | |
### Annotations | |
#### Annotation process | |
[More Information Needed] | |
#### Who are the annotators? | |
[More Information Needed] | |
### Personal and Sensitive Information | |
[More Information Needed] | |
## Considerations for Using the Data | |
### Social Impact of Dataset | |
[More Information Needed] | |
### Discussion of Biases | |
[More Information Needed] | |
### Other Known Limitations | |
[More Information Needed] | |
## Additional Information | |
### Dataset Curators | |
[More Information Needed] | |
### Licensing Information | |
[More Information Needed] | |
### Citation Information | |
``` | |
@inproceedings{real2020assin, | |
title={The assin 2 shared task: a quick overview}, | |
author={Real, Livy and Fonseca, Erick and Oliveira, Hugo Goncalo}, | |
booktitle={International Conference on Computational Processing of the Portuguese Language}, | |
pages={406--412}, | |
year={2020}, | |
organization={Springer} | |
} | |
``` | |
### Contributions | |
Thanks to [@jonatasgrosman](https://github.com/jonatasgrosman) for adding this dataset. |