README.md

metadata

license: mit
language:
  - en
tags:
  - dialogue segmentation
size_categories:
  - n<1K

Dataset Card for SuperDialseg

Table of Contents

• 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: https://github.com/HuiyuanXie/tiage
• Repository: https://github.com/HuiyuanXie/tiage
• Paper: TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling
• Leaderboard:
• Point of Contact:

Dataset Summary

[More Information Needed]

Supported Tasks and Leaderboards

[More Information Needed]

Languages: English

Dataset Structure

Data Instances

{
  "dial_data": {
    "tiage": [
      {
        "dial_id": "tiage_dial_001",
        "turns": [
          {
            "da": "",
            "role": "user",
            "turn_id": 0,
            "utterance": "hello , how are you doing tonight ?",
            "topic_id": 0,
            "segmentation_label": 0
          },
          ...
          {
            "da": "",
            "role": "user",
            "turn_id": 15,
            "utterance": "i bet it is oh i could not",
            "topic_id": 4,
            "segmentation_label": 1
          }
        ],
      ...
      }
    ]
}

Data Fields

Dialogue-Level

• dial_id: ID of a dialogue;
• turns: All utterances of a dialogue.

Utterance-Level

• da: Dialogue Act annotation (here is Null);
• role: Role annotation (here is user/agent/user/agent... in default);
• turn_id: ID of an utterance;
• utterance: Text of the utterance;
• topic_id: ID (order) of the current topic;
• segmentation_label: 1: it is the end of a topic; 0: others.

Data Splits

[More Information Needed]

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

MIT

Citation Information

@article{xie2021tiage,
  title={TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling},
  author={Xie, Huiyuan and Liu, Zhenghao and Xiong, Chenyan and Liu, Zhiyuan and Copestake, Ann},
  journal={arXiv preprint arXiv:2109.04562},
  year={2021}
 }

Contributions

• Thanks to @HuiyuanXie for collecting this dataset.
• Thanks to @Coldog2333 for adding this dataset.