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--- |
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license: mit |
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language: |
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- en |
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tags: |
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- dialogue segmentation |
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size_categories: |
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- n<1K |
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--- |
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# Dataset Card for SuperDialseg |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [https://github.com/HuiyuanXie/tiage](https://github.com/HuiyuanXie/tiage) |
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- **Repository:** [https://github.com/HuiyuanXie/tiage](https://github.com/HuiyuanXie/tiage) |
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- **Paper:** TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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[More Information Needed] |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages: English |
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## Dataset Structure |
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### Data Instances |
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``` |
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{ |
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"dial_data": { |
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"tiage": [ |
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{ |
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"dial_id": "tiage_dial_001", |
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"turns": [ |
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{ |
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"da": "", |
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"role": "user", |
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"turn_id": 0, |
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"utterance": "hello , how are you doing tonight ?", |
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"topic_id": 0, |
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"segmentation_label": 0 |
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}, |
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... |
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{ |
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"da": "", |
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"role": "user", |
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"turn_id": 15, |
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"utterance": "i bet it is oh i could not", |
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"topic_id": 4, |
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"segmentation_label": 1 |
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} |
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], |
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... |
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} |
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] |
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} |
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``` |
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### Data Fields |
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#### Dialogue-Level |
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+ `dial_id`: ID of a dialogue; |
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+ `turns`: All utterances of a dialogue. |
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#### Utterance-Level |
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+ `da`: Dialogue Act annotation (here is Null); |
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+ `role`: Role annotation (here is user/agent/user/agent... in default); |
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+ `turn_id`: ID of an utterance; |
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+ `utterance`: Text of the utterance; |
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+ `topic_id`: ID (order) of the current topic; |
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+ `segmentation_label`: 1: it is the end of a topic; 0: others. |
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### Data Splits |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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MIT |
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### Citation Information |
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``` |
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@article{xie2021tiage, |
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title={TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling}, |
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author={Xie, Huiyuan and Liu, Zhenghao and Xiong, Chenyan and Liu, Zhiyuan and Copestake, Ann}, |
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journal={arXiv preprint arXiv:2109.04562}, |
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year={2021} |
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} |
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``` |
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### Contributions |
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+ Thanks to [@HuiyuanXie](https://github.com/HuiyuanXie/) for collecting this dataset. |
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+ Thanks to [@Coldog2333](https://github.com/Coldog2333) for adding this dataset. |
