{"url":"/task/causal-emotion-entailment","name":"Causal Emotion Entailment","slug":"causal-emotion-entailment","description_markdown":"The Causal Emotion Entailment is a simpler version of the span extraction task. In this task, given a\r\ntarget utterance (U) with emotion E, the goal is to predict which particular utterances in the conversation\r\nhistory H(U) are responsible for the\r\nemotion E in the target utterance.","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":12,"papers_with_code":10,"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/causal-emotion-entailment-on-reccon","slug":"causal-emotion-entailment-on-reccon","dataset":"RECCON","dataset_url":"/dataset/reccon","rows_in_archive":9,"metrics":["Macro F1","Pos. 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