| # XitXat | |
| ## 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 | |
| - **Point of Contact:** [Carme Armentano-Oller]([email protected]) and [Carlos Rodríguez-Penagos]([email protected]) | |
| ### Dataset Summary | |
| XitXat is a conversacional dataset made of 950 chatbot conversations in 10 different domains. | |
| Conversations have been commissioned following the Wizard-of-Oz methods. | |
| User interactions have been labeled with a intent and rellevant slots. | |
| XitXat dataset is released under [CC-by](https://creativecommons.org/licenses/by/4.0/) licence. | |
| ### Supported Tasks and Leaderboards | |
| End-to-end dialog systems training, intent classification, anonymisation. | |
| ### Languages | |
| The dataset is in Catalan (`ca-CA`) | |
| ## Dataset Structure | |
| ### Data Instances | |
| One json file. | |
| 10 domains. | |
| 950 conversations. | |
| 7365 labeled sentences. | |
| ### Data Fields | |
| #### For the conversations | |
| - `id` (str): Unique ID assigned to the conversation. | |
| - `nom` (str): Name of the conversation. | |
| - `número` (int): Number of the conversation. | |
| - `frases` (list): List of the sentences. | |
| #### For the sentences | |
| - `id` (str): Unique ID assigned to the sentence. | |
| - `text` (str): Text of the sentence. | |
| - `actor` (str): Role. It can ve "agent" or "usuari" (user). | |
| - `intent` (str): Assigned intent of the sentence. | |
| - `slots`(list): Slots detected in the sentence. | |
| #### For the slots | |
| - `tag` (str): Label of the slot. | |
| - `text` (str): Text of the slot. | |
| - `Start_char` (int): Initial character of the span. | |
| - `End_char` (int): Last character of the span. | |
| ### Data Splits | |
| - XitXat.json | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| We created this dataset to contribute to the development of language models in Catalan, a low-resource language. | |
| ### Source Data | |
| Conversations were created for this dataset. | |
| #### Initial Data Collection and Normalization | |
| We commissioned these conversations to a specialized company. The same company did the first annotation. After a new version of the guidelines, we commissioned a revision of the annotations to an independent computational linguist. | |
| #### Who are the source language producers? | |
| Conversations were created for this dataset following the Wizard-of-Oz method. | |
| ### Annotations | |
| #### Annotation process | |
| Annotations where commissioned to a specialized company. They were made following the attached guidelines for [intents](https://github.com/projecte-aina/XitXat/blob/main/Guidelines%20anotaci%C3%B3%20v2%20Intents.pdf) and [slots](https://github.com/projecte-aina/XitXat/blob/main/Guidelines%20anotaci%C3%B3%20v3%20Slots.pdf). | |
| #### Who are the annotators? | |
| Annotations were commissioned to specialized professional annotators. | |
| ### Personal and Sensitive Information | |
| No personal or sensitive information included. | |
| There is some feigned personal information, created to give verisimilitude to the dataset. | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| This dataset contributes to the development of language models in Catalan, a low-resource language. | |
| ### Discussion of Biases | |
| [N/A] | |
| ### Other Known Limitations | |
| [N/A] | |
| ## Additional Information | |
| ### Dataset Curators | |
| Carlos Rodríguez-Penagos ([email protected]) and Carme Armentano-Oller ([email protected]) from [BSC-CNS](https://www.bsc.es/). | |
| This work was funded by the [Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya](https://politiquesdigitals.gencat.cat/ca/inici/index.html) within the framework of [Projecte AINA](https://politiquesdigitals.gencat.cat/ca/economia/catalonia-ai/aina). | |
| ### Licensing Information | |
| This work is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by/4.0/">Attribution 4.0 International License</a>. | |
| ### Citation Information | |
| [N/A] | |
| [DOI][N/A](https://doi.org/10.5281/zenodo.4526223) | |