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DailyDialog

Introduced by Yan-ran Li et al. in DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset1 Jan 2017 archive 2025-07-28

DailyDialog is a high-quality multi-turn open-domain English dialog dataset. It contains 13,118 dialogues split into a training set with 11,118 dialogues and validation and test sets with 1000 dialogues each. On average there are around 8 speaker turns per dialogue with around 15 tokens per turn.

Source: http://yanran.li/dailydialog Image Source: https://paperswithcode.com/paper/dailydialog-a-manually-labelled-multi-turn/

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 2 leaderboards 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
Emotion Recognition in Conversation DailyDialog S+PAGE Micro-F1 64.07 S+PAGE: A Speaker and Position-Aware Graph Neural... — 22 Compare
Text Generation DailyDialog AEM+Attention BLEU-1 14.17 An Auto-Encoder Matching Model for Learning... lancopku/AMM 1 Compare

Papers archive 2025-07-28

22 shown of 22 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 399. 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
Accumulating Word Representations in Multi-level Context Integration for ERC Task 1 1 6 Nov 2023 not harvested
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations 0 1 8 Sep 2023 not harvested
Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations 1 1 17 Apr 2023 not harvested
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation 1 1 20 Mar 2023 not harvested
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation 1 1 15 Jun 2022 not harvested
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation 0 1 23 Dec 2021 not harvested
Hybrid Curriculum Learning for Emotion Recognition in Conversation 0 1 22 Dec 2021 not harvested
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer 1 1 21 Dec 2021 not harvested
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge 1 1 1 Nov 2021 not harvested
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations 0 1 1 Nov 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)
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation 1 1 26 Aug 2021 not harvested
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection 0 1 2 Jun 2021 not harvested
Directed Acyclic Graph Network for Conversational Emotion Recognition 1 1 27 May 2021 ran 0 of 1 samples (1 unverified)
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition 4 1 16 Dec 2020 not harvested
Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations 1 1 1 Nov 2020 not harvested
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations 1 1 6 Oct 2020 ran 3 of 5 samples (2 unverified)
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog 0 1 23 Sep 2020 not harvested
Contextualized Emotion Recognition in Conversation as Sequence Tagging 0 1 1 Jul 2020 not harvested
Conversational Transfer Learning for Emotion Recognition 1 1 11 Oct 2019 not harvested
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations 1 1 24 Sep 2019 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation 1 1 27 Aug 2018 not harvested

Dataset loaders archive 2025-07-28

huggingface.co/datasets/li2017dailydialog/daily_dialoghuggingface/datasetstfpytorchjax
huggingface.co/datasets/daily_dialoghuggingface/datasetstfpytorchjax
parl.ai/docs/tasks.html#daily-dialogfacebookresearch/ParlAIpytorch

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

Tasks archive 2025-07-28

Text GenerationEmotion Recognition in Conversation

License archive 2025-07-28

Custom (research-only, non-commercial)

Modalities archive 2025-07-28

TextsDialog

Languages archive 2025-07-28

Chinese

Variants archive 2025-07-28

  • DailyDialog

1 variant name, as the archive lists them.

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