Coldog2333/tiage

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

# Dataset Card for SuperDialseg

## Table of Contents
- [Table of Contents](#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:** [https://github.com/HuiyuanXie/tiage](https://github.com/HuiyuanXie/tiage)
- **Repository:** [https://github.com/HuiyuanXie/tiage](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](https://github.com/HuiyuanXie/) for collecting this dataset.
+ Thanks to [@Coldog2333](https://github.com/Coldog2333) for adding this dataset.

原始信息汇总

数据集卡片 for SuperDialseg

数据集描述

数据集摘要

[更多信息需要]

支持的任务和排行榜

[更多信息需要]

语言

英语

数据集结构

数据实例

json { "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 } ] } ] } }

数据字段

对话级别

• dial_id: 对话的ID；
• turns: 对话的所有话语。

话语级别

• da: 对话行为标注（此处为空）；
• role: 角色标注（此处为默认的user/agent/user/agent...）；
• turn_id: 话语的ID；
• utterance: 话语的文本；
• topic_id: 当前话题的ID（顺序）；
• segmentation_label: 1: 表示话题结束；0: 其他。

数据分割

[更多信息需要]

数据集创建

策划理由

[更多信息需要]

源数据

初始数据收集和规范化

[更多信息需要]

源语言生产者是谁？

[更多信息需要]

标注

标注过程

[更多信息需要]

标注者是谁？

[更多信息需要]

个人和敏感信息

[更多信息需要]

使用数据时的考虑

数据集的社会影响

[更多信息需要]

偏见的讨论

[更多信息需要]

其他已知限制

[更多信息需要]

附加信息

数据集策展人

[更多信息需要]

许可信息

MIT

引用信息

plaintext @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} }

贡献

• 感谢@HuiyuanXie收集此数据集。
• 感谢@Coldog2333添加此数据集。