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--- |
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license: apache-2.0 |
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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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- 1K<n<10K |
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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:** |
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- **Repository:** |
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- **Paper:** SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation |
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- **Leaderboard:** [https://github.com/Coldog2333/SuperDialseg](https://github.com/Coldog2333/SuperDialseg) |
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- **Point of Contact:** [email protected] |
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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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"super_dialseg": [ |
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{ |
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"dial_id": "8df07b7a98990db27c395cb1f68a962e", |
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"turns": [ |
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{ |
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"da": "query_condition", |
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"role": "user", |
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"turn_id": 0, |
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"utterance": "Hello, I forgot o update my address, can you help me with that?", |
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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": "respond_solution", |
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"role": "agent", |
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"turn_id": 11, |
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"utterance": "DO NOT contact the New York State DMV to dispute whether you violated a toll regulation or failed to pay the toll , fees or other charges", |
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"topic_id": 4, |
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"segmentation_label": 0 |
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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 derived from the original DGDS dataset; |
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+ `role`: Role annotation derived from the original DGDS dataset; |
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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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SuperDialseg follows the dataset splits of the original DGDS dataset. |
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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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SuperDialseg was built on the top of doc2dial and MultiDoc2dial datasets. |
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Please refer to the original papers for more details. |
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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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The annotation of dialogue segmentation points is constructed by a set of well-designed strategy. Please refer to the paper for more details. |
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Other annotations like Dialogue Act and Role information are derived from doc2dial and MultiDoc2dial datasets. |
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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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Apache License Version 2.0, following the licenses of doc2dial and MultiDoc2dial. |
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### Citation Information |
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Coming soon |
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### Contributions |
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Thanks to [@Coldog2333](https://github.com/Coldog2333) for adding this dataset. |
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