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Dialogue Act Classification datasets

archive 2025-07-28

8 datasets carry the task tag "Dialogue Act Classification" (the task itself: Dialogue Act Classification), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Dialogue Act Classification 8

Dialogue Act Classification datasets 1–8 of 8

Doc2Dial (Doc2Dial: Document-grounded Dialogue)
For goal-oriented document-grounded dialogs, it often involves complex contexts for identifying the most relevant information, which requires better understanding of the inter-relations between conversations and documents.
TextsQuestion AnsweringDialogue UnderstandingDialogue GenerationDialogue Act ClassificationGoal-Oriented DialogConversational Question Answering
36 papers · 0 benchmarks
Switchboard-1 Corpus
The Switchboard-1 Telephone Speech Corpus (LDC97S62) consists of approximately 260 hours of speech and was originally collected by Texas Instruments in 1990-1, under DARPA sponsorship.
SpeechDialogue Act Classification
17 papers · 1 benchmark
CPED (Chinese Personalized and Emotional Dialogue)
We construct a dataset named CPED from 40 Chinese TV shows.
VideosTextsAudioEmotion RecognitionEmotion Recognition in ConversationDialogue GenerationMultimodal Emotion RecognitionDialogue Act ClassificationOpen-Domain Dialog+6 tasks
15 papers · 3 benchmarks
MRDA (ICSI Meeting Recorder Dialog Act Corpus)
The MRDA corpus consists of about 75 hours of speech from 75 naturally-occurring meetings among 53 speakers.
SpeechDialogue Act Classification
8 papers · 1 benchmark
EMOTyDA (Emotion aware Dialogue Act)
EMOTyDA is a multimodal Emotion aware Dialogue Act dataset collected from open-sourced dialogue datasets.
TextsDialogue Act Classification
3 papers · 1 benchmark
Emotional Dialogue Acts
Emotional Dialogue Acts data contains dialogue act labels for existing emotion multi-modal conversational datasets.
TextsEmotion RecognitionDialogue UnderstandingEmotion Recognition in ConversationNatural Language UnderstandingDialogue Act ClassificationEmotion Recognition in Context+1 tasks
3 papers · 0 benchmarks
SDN (Situated Dialogue Navigation)
Situated Dialogue Navigation (SDN) is a navigation benchmark of 183 trials with a total of 8415 utterances, around 18.7 hours of control streams, and 2.9 hours of trimmed audio.
ImagesVideosTextsEnvironmentSpeechDialogActionsAutonomous DrivingDialogue Act ClassificationVision-Language Navigation
3 papers · 0 benchmarks
Switchboard Dialog Act Corpus
Switchboard Dialog Act Corpus
TextsDialogue Act Classification
1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.