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DialogRE

Introduced by Dian Yu et al. in Dialogue-Based Relation Extraction17 Apr 2020 archive 2025-07-28

DialogRE is the first human-annotated dialogue-based relation extraction dataset, containing 1,788 dialogues originating from the complete transcripts of a famous American television situation comedy Friends. The are annotations for all occurrences of 36 possible relation types that exist between an argument pair in a dialogue. DialogRE is available in English and Chinese.

Source: DialogRE

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Dialog Relation Extraction DialogRE HiDialog F1 (v2) 77.1 Hierarchical Dialogue Understanding with Special Tokens... shawx825/hidialog 17 Compare

Papers archive 2025-07-28

13 shown of 13 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 36. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention 1 1 29 Apr 2023 not harvested
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction 1 2 26 Aug 2022 not harvested
Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction 1 1 30 Jul 2022 not harvested
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing 1 1 27 Apr 2022 not harvested
D-REX: Dialogue Relation Extraction with Explanations 1 2 10 Sep 2021 not harvested
Graph Based Network with Contextualized Representations of Turns in Dialogue 1 2 9 Sep 2021 ran 10 of 17 samples (7 unverified)
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues 0 1 2 Jun 2021 not harvested
Semantic Representation for Dialogue Modeling 1 1 21 May 2021 ran 1 of 5 samples (4 unverified)
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction 1 1 15 Apr 2021 not harvested
An Embarrassingly Simple Model for Dialogue Relation Extraction 1 1 27 Dec 2020 not harvested
GDPNet: Refining Latent Multi-View Graph for Relation Extraction 1 1 12 Dec 2020 not harvested
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks 1 1 10 Sep 2020 not harvested
Dialogue-Based Relation Extraction 3 2 17 Apr 2020 ran 9 of 9 samples (0 unverified; 5 pointer-only for licence)

Dataset loaders archive 2025-07-28

huggingface.co/datasets/dataset-org/dialog_rehuggingface/datasetstfpytorchjax
huggingface.co/datasets/dialog_rehuggingface/datasetstfpytorchjax

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Dialog Relation Extraction

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

EnglishChinese

Variants archive 2025-07-28

  • DialogRE

1 variant name, as the archive lists them.

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