{"id":19162775,"url":"https://github.com/centre-for-humanities-computing/literary_evocation","last_synced_at":"2026-06-19T13:32:46.303Z","repository":{"id":247772257,"uuid":"824861263","full_name":"centre-for-humanities-computing/literary_evocation","owner":"centre-for-humanities-computing","description":"Contains data of the Ficiton4 corpus and for our experiment on literary sentiment evocation","archived":false,"fork":false,"pushed_at":"2024-07-10T12:21:14.000Z","size":23528,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-10T00:01:56.698Z","etag":null,"topics":["implicitness","literary-analysis","literary-language","roberta-model","sentiment-analysis"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/centre-for-humanities-computing.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-07-06T06:37:40.000Z","updated_at":"2024-10-15T10:46:18.000Z","dependencies_parsed_at":"2024-07-10T14:28:15.076Z","dependency_job_id":"2a6eae50-fe2a-42f0-bfba-5a2c352067bb","html_url":"https://github.com/centre-for-humanities-computing/literary_evocation","commit_stats":null,"previous_names":["centre-for-humanities-computing/literary_evocation"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/centre-for-humanities-computing/literary_evocation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/centre-for-humanities-computing%2Fliterary_evocation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/centre-for-humanities-computing%2Fliterary_evocation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/centre-for-humanities-computing%2Fliterary_evocation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/centre-for-humanities-computing%2Fliterary_evocation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/centre-for-humanities-computing","download_url":"https://codeload.github.com/centre-for-humanities-computing/literary_evocation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/centre-for-humanities-computing%2Fliterary_evocation/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34534274,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-19T02:00:06.005Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["implicitness","literary-analysis","literary-language","roberta-model","sentiment-analysis"],"created_at":"2024-11-09T09:13:07.591Z","updated_at":"2026-06-19T13:32:46.280Z","avatar_url":"https://github.com/centre-for-humanities-computing.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fiction4 sentiment evocation\nData \u0026amp; code for textual features influence on human sentiment perception in literary texts\n\n## 🔬 Data\n\n|             | No. texts | No. annotations   | No. words  | Period     |\n|-------------|-----|------|--------|------------|\n| **Fairy tales**     | 3   | 772   | 18,597      | 1837-1847  |\n| **Hymns**   | 65  | 2,026 | 12,798       | 1798-1873  |\n| **Prose**   | 1  | 1,923 | 30,279         | 1952  |\n| **Poetry**   | 40  | 1,579 | 11,576         | 1965  |\n\nWe present the **Fiction4 corpus** of literary texts, spanning 109 individual texts across 4 genres and two languages (English and Danish) in the 19th and 20th century.\nThe corpus consists of 3 main authors, Sylvia Plath for poetry, Ernest Hemingway for prose and H.C. Andersen for fairytales. Hymns represent a heterogenous colleciton from Danish official church hymnbooks from 1798-1873.\nThe corpus was annotated for valence on a sentence basis by at least 2 annotators/sentence.\n\nFull Fiction4 corpus data in `\\data\\fiction4_data.json`\n\nWe compare this fiction corpus again nonfiction texts (across genres)\n\nThe nonlit considered is:\n1. EmoBank (from this paper [https://aclanthology.org/E17-2092/](https://aclanthology.org/E17-2092/)), repo [here](https://github.com/JULIELab/EmoBank/tree/master). So these are multigenre sentences. (n=10,062 \u0026 range=(1 to 674 toks) \u0026 mean_length=87.8 toks)\n2. Facebook posts (from this paper [https://aclanthology.org/W16-0404.pdf](https://aclanthology.org/W16-0404.pdf)), repo [here](https://github.com/wwbp/additional_data_sets/tree/master/valence_arousal). So these are facebook posts (multiple sentences)(n=2,895 \u0026 range=(2 to 445 toks) \u0026 mean_length=86.7 toks)\n\n## 💻 Code\nAll code for our study on human/model sentiment perception across these corpora is available in this repository, see primarily feature extraction (`get_features.py`) and analysis (`analysis.py`).\n\nAnnotator agreement calculation for each subcategory of the Fiction4 corpus is in `/annotation/annotator_agreement.py`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcentre-for-humanities-computing%2Fliterary_evocation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcentre-for-humanities-computing%2Fliterary_evocation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcentre-for-humanities-computing%2Fliterary_evocation/lists"}