arta_corpus

This repository contains a Japanese corpus used in the following paper:
Shohei Tanaka, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura. ``ARTA: Collection and Classification of Ambiguous Requests and Thoughtful Actions'', The 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), July, 2021, Singapore

https://arxiv.org/abs/2106.07999

Data Format

The corpus containing 27,230 user requests has been split into train.json:valid.json:test.json = 24,430:1,400:1,400. You can refer to load_data.py for data loading. Each line is a json format dictionary contains following keys.

• idx: unique data idx
• utterance: user utterance (request)
• response: system response (action)
• function: system action function
• category: system action category
• multilabel: additional system action categories (only the test data and a part of valid data contains this key.)

License

ARTA Corpus (c) by Shohei Tanaka, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura
Copyright (c) 2021- Augmented Human Communication Laboratory, Nara Institute of Science and Technology

ARTA Corpus is licensed under a
Creative Commons Attribution 4.0 International (CC BY 4.0)

Citation

Please cite the following paper when you use the corpus.

@misc{tanaka2021arta,
      title={ARTA: Collection and Classification of Ambiguous Requests and Thoughtful Actions}, 
      author={Shohei Tanaka and Koichiro Yoshino and Katsuhito Sudoh and Satoshi Nakamura},
      year={2021},
      eprint={2106.07999},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}