--- language: - en paperswithcode_id: cornell-movie-dialogs-corpus pretty_name: Cornell Movie-Dialogs Corpus dataset_info: features: - name: movieID dtype: string - name: movieTitle dtype: string - name: movieYear dtype: string - name: movieIMDBRating dtype: string - name: movieNoIMDBVotes dtype: string - name: movieGenres sequence: string - name: characterID1 dtype: string - name: characterID2 dtype: string - name: characterName1 dtype: string - name: characterName2 dtype: string - name: utterance sequence: - name: text dtype: string - name: LineID dtype: string splits: - name: train num_bytes: 19548840 num_examples: 83097 download_size: 9916637 dataset_size: 19548840 --- # Dataset Card for "cornell_movie_dialog" ## 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:** [http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html](http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html) - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Size of downloaded dataset files:** 9.92 MB - **Size of the generated dataset:** 19.55 MB - **Total amount of disk used:** 29.46 MB ### Dataset Summary This corpus contains a large metadata-rich collection of fictional conversations extracted from raw movie scripts: - 220,579 conversational exchanges between 10,292 pairs of movie characters - involves 9,035 characters from 617 movies - in total 304,713 utterances - movie metadata included: - genres - release year - IMDB rating - number of IMDB votes - IMDB rating - character metadata included: - gender (for 3,774 characters) - position on movie credits (3,321 characters) ### Supported Tasks and Leaderboards [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Languages [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Dataset Structure ### Data Instances #### default - **Size of downloaded dataset files:** 9.92 MB - **Size of the generated dataset:** 19.55 MB - **Total amount of disk used:** 29.46 MB An example of 'train' looks as follows. ``` { "characterID1": "u0 ", "characterID2": " u2 ", "characterName1": " m0 ", "characterName2": " m0 ", "movieGenres": ["comedy", "romance"], "movieID": " m0 ", "movieIMDBRating": " 6.90 ", "movieNoIMDBVotes": " 62847 ", "movieTitle": " f ", "movieYear": " 1999 ", "utterance": { "LineID": ["L1"], "text": ["L1 "] } } ``` ### Data Fields The data fields are the same among all splits. #### default - `movieID`: a `string` feature. - `movieTitle`: a `string` feature. - `movieYear`: a `string` feature. - `movieIMDBRating`: a `string` feature. - `movieNoIMDBVotes`: a `string` feature. - `movieGenres`: a `list` of `string` features. - `characterID1`: a `string` feature. - `characterID2`: a `string` feature. - `characterName1`: a `string` feature. - `characterName2`: a `string` feature. - `utterance`: a dictionary feature containing: - `text`: a `string` feature. - `LineID`: a `string` feature. ### Data Splits | name |train| |-------|----:| |default|83097| ## Dataset Creation ### Curation Rationale [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Source Data #### Initial Data Collection and Normalization [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the source language producers? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Annotations #### Annotation process [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the annotators? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Personal and Sensitive Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Considerations for Using the Data ### Social Impact of Dataset [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Discussion of Biases [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Other Known Limitations [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Additional Information ### Dataset Curators [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Licensing Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Citation Information ``` @InProceedings{Danescu-Niculescu-Mizil+Lee:11a, author={Cristian Danescu-Niculescu-Mizil and Lillian Lee}, title={Chameleons in imagined conversations: A new approach to understanding coordination of linguistic style in dialogs.}, booktitle={Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, ACL 2011}, year={2011} } ``` ### Contributions Thanks to [@mariamabarham](https://github.com/mariamabarham), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset.