{"url":"/dataset/armanemo","name":"ArmanEmo","full_name":null,"description_markdown":"**ArmanEmo** is a human-labeled emotion dataset of more than 7000 Persian sentences labeled for seven categories. The dataset has been collected from different resources, including Twitter, Instagram, and Digikala (an Iranian e-commerce company) comments. Labels are based on Ekman's six basic emotions (Anger, Fear, Happiness, Hatred, Sadness, Wonder) and another category (Other) to consider any other emotion not included in Ekman's model. \r\n\r\nSource: [ArmanEmo: A Persian Dataset for Text-based Emotion Detection](https://arxiv.org/pdf/2207.11808v1.pdf)\r\n\r\nImage Source: [https://arxiv.org/pdf/2207.11808v1.pdf](https://arxiv.org/pdf/2207.11808v1.pdf)","description_withheld":null,"homepage":"https://github.com/arman-rayan-sharif/arman-text-emotion","introduced_date":"2022-07-24","introduced_date_note":null,"introduced_by":{"paper":"/paper/armanemo-a-persian-dataset-for-text-based","title":"ArmanEmo: A Persian Dataset for Text-based Emotion Detection","first_author":"Hossein Mirzaee","url":null},"license":{"name":"Creative Commons Attribution 4.0 International","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Emotion Recognition","url":"/task/emotion-recognition","datasets_with_task":"/datasets/task/emotion-recognition"},{"name":"Emotion Classification","url":"/task/emotion-classification","datasets_with_task":"/datasets/task/emotion-classification"}],"languages":[{"name":"Persian","url":"/datasets/language/persian"}],"variants":["ArmanEmo"],"data_loaders":[],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/emotion-classification-on-armanemo","task":"Emotion Classification","dataset_variant":"ArmanEmo","rows":1,"metrics":["Macro F1"],"first_row_in_archive_order":{"model":"Deep ParsBERT","paper":"/paper/investigating-shallow-and-deep-learning","metrics":{"Macro F1":"0.65"},"code_links":[{"title":"vkiani/ShortPersianEmo","url":"https://github.com/vkiani/ShortPersianEmo"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/investigating-shallow-and-deep-learning","title":"Investigating Shallow and Deep Learning Techniques for Emotion Classification in Short Persian Texts","date":"2023-12-16","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}