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--- |
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task_categories: |
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- text-generation |
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- text2text-generation |
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- summarization |
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- text-classification |
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language: |
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- en |
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pretty_name: DreamBank |
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size_categories: |
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- 10K<n<100K |
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--- |
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## Presentation |
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[DreamBank](https://dreambank.net/), an open corpus of more than 27,000 dream narratives, mostly written in English. |
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Annotations were produced using [dream-t5](https://huggingface.co/gustavecortal/dream-t5), a [LaMini-Flan-T5](https://huggingface.co/MBZUAI/LaMini-Flan-T5-248M) model finetuned on [Hall and Van de Castle annotations](https://dreams.ucsc.edu/Coding/) to predict character and emotion. I've introduced this task in this [paper](https://aclanthology.org/2024.lrec-main.1282/): |
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> Gustave Cortal. 2024. Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 14717–14728, Torino, Italia. ELRA and ICCL. |
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## Citation |
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If you use this dataset, cite the original [DreamBank](https://dreambank.net/) dataset reference: |
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> Domhoff, G. W., & Schneider, A. (2008). Studying dream content using the archive and search engine on DreamBank.net. Consciousness and Cognition, 17(4), 1238-1247. doi:10.1016/j.concog.2008.06.010 |
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## Dataset Structure |
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- alta: 422 |
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- angie: 48 |
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- arlie: 212 |
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- b: 3116 |
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- b2: 1138 |
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- bay_area_girls_456: 234 |
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- bay_area_girls_789: 154 |
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- bea1: 223 |
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- bea2: 63 |
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- blind-f: 238 |
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- blind-m: 143 |
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- bosnak: 53 |
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- chris: 100 |
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- chuck: 75 |
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- college-f: 160 |
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- college-m: 160 |
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- dahlia: 24 |
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- david: 166 |
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- dorothea: 900 |
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- ed: 143 |
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- edna: 19 |
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- elizabeth: 1707 |
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- emma: 1221 |
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- emmas_husband: 72 |
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- esther: 110 |
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- hall_female: 681 |
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- izzy-all: 4352 |
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- jasmine-all: 664 |
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- jeff: 87 |
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- joan: 42 |
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- kenneth: 2022 |
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- lawrence: 206 |
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- mack: 38 |
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- madeline1-hs: 98 |
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- madeline2-dorms: 186 |
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- madeline3-offcampus: 348 |
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- madeline4-postgrad: 294 |
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- mark: 23 |
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- melissa: 89 |
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- melora: 211 |
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- melvin: 128 |
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- merri: 315 |
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- miami-home: 171 |
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- miami-lab: 274 |
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- midwest_teens-f: 111 |
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- midwest_teens-m: 83 |
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- nancy: 44 |
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- natural_scientist: 234 |
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- norman: 1235 |
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- norms-f: 491 |
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- norms-m: 500 |
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- pegasus: 1093 |
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- peru-f: 382 |
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- peru-m: 384 |
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- phil1: 106 |
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- phil2: 220 |
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- phil3: 180 |
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- physiologist: 86 |
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- pregnancy_abortion: 226 |
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- ringo: 16 |
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- sally: 249 |
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- samantha: 63 |
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- seventh_graders: 69 |
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- toby: 33 |
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- tom: 27 |
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- ucsc_women: 81 |
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- van: 192 |
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- vickie: 35 |
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- vietnam_vet: 98 |
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- vietnam_vet2: 32 |
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- vietnam_vet3: 463 |
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- west_coast_teens: 89 |
