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Conversational Question Answering datasets

archive 2025-07-28

10 datasets carry the task tag "Conversational Question Answering" (the task itself: Conversational Question Answering), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. 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 52Conversational Question Answering 10

Conversational Question Answering datasets 1–10 of 10

CoQA (Conversational Question Answering Challenge)
CoQA is a large-scale dataset for building Conversational Question Answering systems.
TextsQuestion AnsweringReading ComprehensionGenerative Question AnsweringConversational Question Answering
281 papers · 2 benchmarks
QuAC (Question Answering in Context)
Question Answering in Context is a large-scale dataset that consists of around 14K crowdsourced Question Answering dialogs with 98K question-answer pairs in total.
TextsQuestion AnsweringReading ComprehensionConversational Question Answering
178 papers · 1 benchmark
CANARD (A Dataset for Question-in-Context Rewriting)
CANARD is a dataset for question-in-context rewriting that consists of questions each given in a dialog context together with a context-independent rewriting of the question.
TextsQuestion AnsweringDialogue RewritingConversational Question AnsweringQuestion Rewriting
58 papers · 1 benchmark
ConvFinQA (Conversational Finance Question Answering)
ConvFinQA is a dataset designed to study the chain of numerical reasoning in conversational question answering.
TextsQuestion AnsweringConversational Question Answering
38 papers · 2 benchmarks
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
MultiDoc2Dial (MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents)
MultiDoc2Dial is a new task and dataset on modeling goal-oriented dialogues grounded in multiple documents.
TextsQuestion AnsweringDialogue GenerationOpen-Domain DialogConversational Question AnsweringGoal-Oriented Dialogue Systems
26 papers · 0 benchmarks
DoQA
A dataset with 2,437 dialogues and 10,917 QA pairs.
Question AnsweringInformation RetrievalConversational Question Answering
18 papers · 0 benchmarks
Alpaca Data Galician
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
TextsText GenerationInstruction FollowingConversational Question AnsweringConversational Response Generation
1 paper · 0 benchmarks
UIT-ViCoQA (Conversational machine reading comprehension in the Vietnamese language)
UIT-ViCoQA is a new corpus for conversational machine reading comprehension in the Vietnamese language.
Conversational Question Answering
1 paper · 0 benchmarks
diaforge-utc-r-0725 (DiaFORGE UTC: Unified Tool-Calling Conversations Dataset)
Dataset for our paper Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky which includes 5000 enterprise tools and the corresponding dialogues generated using DiaFORGE UTC data engine.
TextsDialogActionsQuestion AnsweringText GenerationInformation RetrievalIntent DetectionLarge Language ModelSlot Filling+17 tasks
1 paper · 0 benchmarks

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.