{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/a-large-self-annotated-corpus-for-sarcasm","title":"A Large Self-Annotated Corpus for Sarcasm","arxiv_id":"1704.05579","date":"2017-04-19","proceeding":"LREC 2018 5","authors":["Mikhail Khodak","Nikunj Saunshi","Kiran Vodrahalli"],"abstract":"We introduce the Self-Annotated Reddit Corpus (SARC), a large corpus for\nsarcasm research and for training and evaluating systems for sarcasm detection.\nThe corpus has 1.3 million sarcastic statements -- 10 times more than any\nprevious dataset -- and many times more instances of non-sarcastic statements,\nallowing for learning in both balanced and unbalanced label regimes. Each\nstatement is furthermore self-annotated -- sarcasm is labeled by the author,\nnot an independent annotator -- and provided with user, topic, and conversation\ncontext. We evaluate the corpus for accuracy, construct benchmarks for sarcasm\ndetection, and evaluate baseline methods.","url_abs":"http://arxiv.org/abs/1704.05579v4","url_pdf":"http://arxiv.org/pdf/1704.05579v4.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"a-large-self-annotated-corpus-for-sarcasm","repo_url":"https://github.com/NLPrinceton/SARC","is_official":0,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null},{"paper_slug":"a-large-self-annotated-corpus-for-sarcasm","repo_url":"https://github.com/Kaguura/SarcasmDetection","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}},{"paper_slug":"a-large-self-annotated-corpus-for-sarcasm","repo_url":"https://github.com/NauqGnesh/RedditSarcasm","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}},{"paper_slug":"a-large-self-annotated-corpus-for-sarcasm","repo_url":"https://github.com/chrisolen1/sarcasm-detection","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}},{"paper_slug":"a-large-self-annotated-corpus-for-sarcasm","repo_url":"https://github.com/karlwbaker/Springboard_capstone","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}},{"paper_slug":"a-large-self-annotated-corpus-for-sarcasm","repo_url":"https://github.com/sachinsharma3191/Sarcasm-Detection","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"sarcasm-detection","task_name":"Sarcasm Detection"}],"methods":[],"datasets_introduced":[{"slug":"sarc","name":"SARC","full_name":""}],"methods_introduced":[],"results":[{"leaderboard":"/sota/sarcasm-detection-on-sarc-all-bal","task":"Sarcasm Detection","dataset":"SARC (all-bal)","model":"Bag-of-Bigrams","rank_in_archive_order":2,"of":2,"metrics":{"Accuracy":"75.8"},"uses_additional_data":false},{"leaderboard":"/sota/sarcasm-detection-on-sarc-pol-bal","task":"Sarcasm Detection","dataset":"SARC (pol-bal)","model":"Bag-of-Bigrams","rank_in_archive_order":1,"of":2,"metrics":{"Accuracy":"76.5"},"uses_additional_data":false},{"leaderboard":"/sota/sarcasm-detection-on-sarc-pol-unbal","task":"Sarcasm Detection","dataset":"SARC (pol-unbal)","model":"Bag-of-Words","rank_in_archive_order":1,"of":1,"metrics":{"Avg F1":"27.0"},"uses_additional_data":false}],"syntology":{"syntology_url":"https://syntology.ai/paper/1704.05579","atlas_url":"https://app.syntology.ai/?focus=1704.05579","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1704.05579"}},"developers":"https://syntology.ai/developers","read_at":"2026-09-25T09:33:49+00:00","read_at_is":"when the build read Syntology's graph, not when any sample ran","claim":"Per-sample execution status on synthesized fixtures; not a correctness claim about the paper. 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