thematic_clustering.yaml

# Copyright 2021 The MLX Contributors
#
# SPDX-License-Identifier: Apache-2.0
id: thematic-clustering-of-sentences
name: IBM Debater® Thematic Clustering of Sentences
description: A benchmark of sentence-clustering based on the partition of Wikipedia articles into sections.
version: 1.0.2
created: 2019-08-03
updated: 2019-08-03
format:
  - type: CSV
    url: https://en.wikipedia.org/wiki/Comma-separated_values
domain: Natural Language Processing

# Information about the entity that makes the data set available
provider:
  name: Data Asset eXchange
  url: https://developer.ibm.com/exchanges/data/all/thematic-clustering-of-sentences/

# identifies where the data set is stored and how it is stored (REQUIRED)
repository:
  type: HTTP
  url: https://dax-cdn.cdn.appdomain.cloud/dax-thematic-clustering-of-sentences/1.0.2/thematic-clustering-of-sentences.tar.gz
  mime_type: application/x-tar
  sha_512: 08a3f1a9dc06083eb51874e90d7241f67b676af2cbc28fe6a312694051f53391fc95de70fdcdce404de3578fa389558220ea38d34f70265ed88220d0b14f1aba
  size: 2.7M

# REQUIRED; data set license information
license:
  commercial: false
  name: CC-BY-SA 3.0
  url: https://creativecommons.org/licenses/by-sa/3.0/
# REQUIRED; describes relevant files in the data set archive
content:
  - pattern: dataset.csv
    description: Sentences from 692 Wikipedia articles with their cluster annotation
    records: 46118
    size: 10.6M
    format: CSV
    type: file
    mime_type: text/csv

# OPTIONAL; Identifies where the data set was obtained from
source:
  name: Wikipedia
  authors:
    - name: Liat Ein-Dor
      url: https://resedit.watson.ibm.com/researcher/view.php?person=il-LIATE
    - name: Yosi Mass
      url: https://resedit.watson.ibm.com/researcher/view.php?person=il-YOSIMASS
    - name: Alon Halfon
    - name: Elad Venezian
    - name: Ilya Shnayderman
    - name: Ranit Aharonov
    - name: Noam Slonim
      url: https://resedit.watson.ibm.com/researcher/view.php?person=il-NOAMS
# OPTIONAL; but recommended
seo_tags:
  - Semantic Relatedness
  - Natural Language Processing
  - Text

# OPTIONAL; assets that complement this data set, e.g. notebooks
related_assets:
  - name: Thematic Clustering of Sentences notebook
    description: Thematic Clustering of Sentences Data Exploration Notebook
    mime_type: text/html
    url: https://resedit.watson.ibm.com/researcher/view.php?person=il-NOAMS

# OPTIONAL; url for the markdown file which describes the asset
readme_url: https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/thematic_clustering/thematic_clustering.md