{"url":"/task/twitter-event-detection","name":"Twitter Event Detection","slug":"twitter-event-detection","description_markdown":"Detection of worldwide events from categories like Sports, Politics, Entertainment, Science & Technology, etc. by analyzing Twitter Tweets.","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":4,"papers_with_code":3,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"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":0,"parent_tasks":0},"benchmarks":[{"leaderboard":"/sota/twitter-event-detection-on-events2012-oct-11","slug":"twitter-event-detection-on-events2012-oct-11","dataset":"Events2012 - Oct 11 to Oct 17","dataset_url":null,"rows_in_archive":1,"metrics":["Duplicate Event Rate (DERate)","Number of Events","Precision"],"first_row_in_archive_order":{"model":"SEDTWik","paper_title":"SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia","paper_url":"/paper/sedtwik-segmentation-based-event-detection","paper_date":"2019-06-01","arxiv_id":null,"code_links":[{"title":"kevalmorabia97/SEDTWik-Event-Detection-from-Tweets","url":"https://github.com/kevalmorabia97/SEDTWik-Event-Detection-from-Tweets"}],"syntology":null}}],"datasets":[{"url":"/dataset/brazilian-protest","name":"Brazilian Protest","full_name":"","num_papers_in_archive":1},{"url":"/dataset/crypto-related-tweets-from-10-10-2020-to-3-3","name":"Crypto related tweets from 10.10.2020 to 3.3.2021","full_name":"","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":3,"of":3,"tagged_in_all":4,"items":[{"url":"/paper/knowledge-preserving-incremental-social-event","title":"Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs","date":"2021-01-21","arxiv_id":"2101.08747","repositories_listed":2,"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}},{"url":"/paper/job-title-prediction-from-tweets-using-word","title":"Job Title Prediction from Tweets Using Word Embedding and Deep Neural Networks","date":"2022-07-20","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/sedtwik-segmentation-based-event-detection","title":"SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia","date":"2019-06-01","arxiv_id":null,"repositories_listed":1,"syntology":null}],"syntology_records":1,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-25T09:33:49+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}