{"url":"/task/hope-speech-detection","name":"Hope Speech Detection","slug":"hope-speech-detection","description_markdown":"Detecting speech associated with positive, uplifting,\r\npromise, potential, support, reassurance, suggestions, or inspiration.","categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":47,"papers_with_code":9,"benchmarks":2,"benchmark_tables_in_archive":2,"benchmark_tables_shown":2,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":2,"subtasks":3,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/hope-speech-detection-on-hopeedi","slug":"hope-speech-detection-on-hopeedi","dataset":"HopeEDI","dataset_url":"/dataset/hopeedi","rows_in_archive":2,"metrics":["Weighted Average F1-score"],"first_row_in_archive_order":{"model":"RoBERTa","paper_title":"TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers","paper_url":"/paper/teamuncc-lt-edi-eacl2021-hope-speech","paper_date":"2021-04-19","arxiv_id":null,"code_links":[{"title":"SoLID-UNCC/TeamUNCC-HopeSpeech","url":"https://github.com/SoLID-UNCC/TeamUNCC-HopeSpeech"}],"syntology":null}},{"leaderboard":"/sota/hope-speech-detection-on-kanhope","slug":"hope-speech-detection-on-kanhope","dataset":"KanHope","dataset_url":"/dataset/kanhope","rows_in_archive":1,"metrics":["F1-score (Weighted)"],"first_row_in_archive_order":{"model":"Dual-Channel mBERT","paper_title":"Hope Speech detection in under-resourced Kannada language","paper_url":"/paper/hope-speech-detection-in-under-resourced","paper_date":"2021-08-10","arxiv_id":"2108.04616","code_links":[{"title":"adeepH/Kan_hope","url":"https://github.com/adeepH/Kan_hope"},{"title":"adeeph/kanhope","url":"https://github.com/adeeph/kanhope"}],"syntology":null}}],"datasets":[{"url":"/dataset/hopeedi","name":"HopeEDI","full_name":"HopeEDI: A Multilingual Hope Speech Detection Dataset for Equality, Diversity, and Inclusion","num_papers_in_archive":13},{"url":"/dataset/kanhope","name":"KanHope","full_name":"Kannada Hope speech dataset","num_papers_in_archive":2}],"subtasks":[{"url":"/task/hope-speech-detection-for-english","name":"Hope Speech Detection for English"},{"url":"/task/hope-speech-detection-for-malayalam","name":"Hope Speech Detection for Malayalam"},{"url":"/task/hope-speech-detection-for-tamil","name":"Hope Speech Detection for Tamil"}],"parent_tasks":[{"url":"/task/hate-speech-detection","name":"Hate Speech Detection"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); 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