{"url":"/dataset/reccon","name":"RECCON","full_name":null,"description_markdown":"RECCON is a dataset for the task of recognizing emotion cause in conversations.\r\n\r\nSource: [Recognizing Emotion Cause in Conversations](https://arxiv.org/pdf/2012.11820.pdf)","description_withheld":null,"homepage":"https://github.com/declare-lab/RECCON","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/recognizing-emotion-cause-in-conversations-1","title":"Recognizing Emotion Cause in Conversations","first_author":"Soujanya Poria","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Recognizing Emotion Cause in Conversations","url":"/task/recognizing-emotion-cause-in-conversations","datasets_with_task":"/datasets/task/recognizing-emotion-cause-in-conversations"},{"name":"Causal Emotion Entailment","url":"/task/causal-emotion-entailment","datasets_with_task":"/datasets/task/causal-emotion-entailment"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["RECCON"],"data_loaders":[{"repo":"https://github.com/declare-lab/RECCON","url":"https://github.com/declare-lab/RECCON","frameworks":["pytorch"]}],"num_papers_in_archive":23,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/causal-emotion-entailment-on-reccon","task":"Causal Emotion Entailment","dataset_variant":"RECCON","rows":9,"metrics":["Macro F1","Pos. F1","Neg. F1"],"first_row_in_archive_order":{"model":"KEC","paper":"/paper/neutral-utterances-are-also-causes-enhancing","metrics":{"Macro F1":"81.25","Neg. F1":"95.74","Pos. F1":"66.76"},"code_links":[{"title":"leqsnan/kec","url":"https://github.com/leqsnan/kec"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/recognizing-emotion-cause-in-conversations-on","task":"Recognizing Emotion Cause in Conversations","dataset_variant":"RECCON","rows":2,"metrics":["F1","Exact Span F1","F1(Pos)","F1(Neg)"],"first_row_in_archive_order":{"model":"SpanBERT","paper":"/paper/recognizing-emotion-cause-in-conversations-1","metrics":{"Exact Span F1":"34.64","F1":"75.71","F1(Neg)":"86.02","F1(Pos)":"60.00"},"code_links":[{"title":"declare-lab/RECCON","url":"https://github.com/declare-lab/RECCON"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mpeg-a-multi-perspective-enhanced-graph","title":"MPEG: A Multi-Perspective Enhanced Graph Attention Network for Causal Emotion Entailment in Conversations","date":"2023-09-15","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/window-transformer-for-dialogue-document-a","title":"Window transformer for dialogue document: a joint framework for causal emotion entailment","date":"2023-02-24","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/knowledge-bridged-causal-interaction-network","title":"Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment","date":"2022-12-06","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/multi-task-learning-framework-for-extracting","title":"Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations","date":"2022-11-07","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/discourse-aware-emotion-cause-extraction-in","title":"Discourse-Aware Emotion Cause Extraction in Conversations","date":"2022-10-26","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/neutral-utterances-are-also-causes-enhancing","title":"Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge","date":"2022-05-02","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/tsam-a-two-stream-attention-model-for-causal","title":"TSAM: A Two-Stream Attention Model for Causal Emotion Entailment","date":"2022-03-02","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/recognizing-emotion-cause-in-conversations-1","title":"Recognizing Emotion Cause in Conversations","date":"2020-12-22","rows_on_this_dataset":4,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}