{"url":"/task/tweet-reply-sentiment-analysis","name":"Tweet-Reply Sentiment Analysis","slug":"tweet-reply-sentiment-analysis","description_markdown":"To predict the predominant sentiment among (potential) first-order replies to a given tweet, in a Message-level Polarity Classification paradigm.","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":0,"papers_with_code":0,"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":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/tweet-reply-sentiment-analysis-on-retweet","slug":"tweet-reply-sentiment-analysis-on-retweet","dataset":"RETWEET","dataset_url":"/dataset/retweet","rows_in_archive":2,"metrics":["Average F1"],"first_row_in_archive_order":{"model":"Ensemble Model (Bi-LSTM + CNN)","paper_title":"How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies","paper_url":"/paper/how-will-your-tweet-be-received-predicting-1","paper_date":"2021-04-21","arxiv_id":"2104.10513","code_links":[{"title":"tayebiarasteh/retweet","url":"https://github.com/tayebiarasteh/retweet"}],"syntology":null}}],"datasets":[{"url":"/dataset/retweet","name":"RETWEET","full_name":"","num_papers_in_archive":3}],"subtasks":[],"parent_tasks":[{"url":"/task/twitter-sentiment-analysis","name":"Twitter Sentiment Analysis"}],"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":0,"of":0,"tagged_in_all":0,"items":[],"syntology_records":0,"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":"2026-09-24T18:15:14+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"}}