README.md

metadata

annotations_creators:
  - expert-generated
language_creators:
  - other
language:
  - pl
license:
  - cc-by-nc-sa-4.0
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - other
task_ids: []
paperswithcode_id: polish-cdscorpus
pretty_name: Polish CDSCorpus
tags:
  - sentences entailment and relatedness
dataset_info:
  - config_name: cdsc-e
    features:
      - name: pair_ID
        dtype: int32
      - name: sentence_A
        dtype: string
      - name: sentence_B
        dtype: string
      - name: entailment_judgment
        dtype:
          class_label:
            names:
              '0': NEUTRAL
              '1': CONTRADICTION
              '2': ENTAILMENT
    splits:
      - name: train
        num_bytes: 1381902
        num_examples: 8000
      - name: test
        num_bytes: 179400
        num_examples: 1000
      - name: validation
        num_bytes: 174662
        num_examples: 1000
    download_size: 376079
    dataset_size: 1735964
  - config_name: cdsc-r
    features:
      - name: pair_ID
        dtype: int32
      - name: sentence_A
        dtype: string
      - name: sentence_B
        dtype: string
      - name: relatedness_score
        dtype: float32
    splits:
      - name: train
        num_bytes: 1349902
        num_examples: 8000
      - name: test
        num_bytes: 175400
        num_examples: 1000
      - name: validation
        num_bytes: 170662
        num_examples: 1000
    download_size: 381525
    dataset_size: 1695964

Dataset Card for [Dataset Name]

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: http://zil.ipipan.waw.pl/Scwad/CDSCorpus
• Repository:
• Paper: @inproceedings{wroblewska2017polish, title={Polish evaluation dataset for compositional distributional semantics models}, author={Wr{'o}blewska, Alina and Krasnowska-Kiera{'s}, Katarzyna}, booktitle={Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, pages={784--792}, year={2017} }
• Leaderboard: https://klejbenchmark.com/leaderboard/
• Point of Contact: alina@ipipan.waw.pl

Dataset Summary

Polish CDSCorpus consists of 10K Polish sentence pairs which are human-annotated for semantic relatedness and entailment. The dataset may be used for the evaluation of compositional distributional semantics models of Polish. The dataset was presented at ACL 2017. Please refer to the Wróblewska and Krasnowska-Kieraś (2017) for a detailed description of the resource.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

Polish

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

• pair_ID: id of sentences pairs
• sentence_A: first sentence
• sentence_B: second sentence

for cdsc-e domain:

• entailment_judgment: either 'NEUTRAL', 'CONTRADICTION' or 'ENTAILMENT'

for cdsc-r domain:

• relatedness_score: float representing a reletedness

Data Splits

Data is splitted in train/dev/test split.

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

Dataset provided for research purposes only. Please check dataset license for additional information.

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

CC BY-NC-SA 4.0

Citation Information

[More Information Needed]

Contributions

Thanks to @abecadel for adding this dataset.