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Data-to-Text Generation datasets
archive 2025-07-2824 datasets carry the task tag "Data-to-Text Generation" (the task itself: Data-to-Text Generation), ordered by the archive's paper count. Page 1 of 1: 24 shown of 24. 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 52Data-to-Text Generation 24
Data-to-Text Generation datasets 1–24 of 24
MultiWOZ (Multi-domain Wizard-of-Oz)
The Multi-domain Wizard-of-Oz (MultiWOZ) dataset is a large-scale human-human conversational corpus spanning over seven domains, containing 8438 multi-turn dialogues, with each dialogue averaging 14 turns.
328 papers · 8 benchmarks
The WebNLG corpus comprises of sets of triplets describing facts (entities and relations between them) and the corresponding facts in form of natural language text.
149 papers · 17 benchmarks
E2E (End-to-End NLG Challenge)
End-to-End NLG Challenge (E2E) aims to assess whether recent end-to-end NLG systems can generate more complex output by learning from datasets containing higher lexical richness, syntactic complexity and diverse discourse phenomena.
90 papers · 4 benchmarks
This dataset consists of (human-written) NBA basketball game summaries aligned with their corresponding box- and line-scores.
65 papers · 5 benchmarks
ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description.
60 papers · 1 benchmark
DART is a large dataset for open-domain structured data record to text generation.
45 papers · 3 benchmarks
KELM is a large-scale synthetic corpus of Wikidata KG as natural text.
24 papers · 0 benchmarks
RoboCup is an initiative in which research groups compete by enabling their robots to play football matches.
20 papers · 0 benchmarks
The ViGGO corpus is a set of 6,900 meaning representation to natural language utterance pairs in the video game domain.
16 papers · 1 benchmark
Chart2Text (Chart Summarization Dataset)
Chart2Text is a dataset that was crawled from 23,382 freely accessible pages from statista.com in early March of 2020, yielding a total of 8,305 charts, and associated summaries.
10 papers · 0 benchmarks
GenWiki is a large-scale dataset for knowledge graph-to-text (G2T) and text-to-knowledge graph (T2G) conversion.
10 papers · 3 benchmarks
WikiTableT contains Wikipedia article sections and their corresponding tabular data and various metadata.
8 papers · 0 benchmarks
5 papers · 1 benchmark
This dataset gathers 428,748 person and 12,236 animal infobox with descriptions based on Wikipedia dump (2018/04/01) and Wikidata (2018/04/12).
5 papers · 3 benchmarks
SciGen is a challenge dataset for the task of reasoning-aware data-to-text generation consisting of tables from scientific articles and their corresponding descriptions.
2 papers · 0 benchmarks
This resource is designed to allow for research into Natural Language Generation.
2 papers · 0 benchmarks
It consists of an extensive collection of a high quality cross-lingual fact-to-text dataset in 11 languages: Assamese (as), Bengali (bn), Gujarati (gu), Hindi (hi), Kannada (kn), Malayalam (ml), Marathi (mr), Oriya (or), Punjabi (pa),…
2 papers · 1 benchmark
AMR3.0 (Abstract Meaning Representation (AMR) Annotation Release 3.0)
Abstract Meaning Representation (AMR) Annotation Release 3.0 was developed by the Linguistic Data Consortium (LDC), SDL/Language Weaver, Inc., the University of Colorado's Computational Language and Educational Research group and the…
1 paper · 1 benchmark
Ice Hockey News Dataset is a corpus of Finnish ice hockey news, edited to be suitable for training of end-to-end news generation methods, as well as demonstrate generation of text, which was judged by journalists to be relatively close to…
1 paper · 0 benchmarks
The Linked Wikitext-2 language modeling dataset contains over 2 million tokens from Wikipedia articles, along with annotations linking mentions to their corresponding entities and relations in Wikidata.
1 paper · 0 benchmarks
This dataset gathers three types of pairs: Title-to-Abstract (Training: 22,811/Development: 2095/Test: 2095), Abstract-to-Conclusion and Future work (Training: 22,811/Development: 2095/Test: 2095), Conclusion and Future work-to-Title…
1 paper · 0 benchmarks
The RotoWire-Modified dataset is a cleaned extension of the RotoWire dataset, with writer information about each document.
1 paper · 0 benchmarks
TempWikiBio is a new data-to-text generation dataset containing more than 4 millions of chronologically ordered revisions of biographical articles from English Wikipedia, each paired with structured personal profiles.
1 paper · 0 benchmarks
WikiOFGraph (Wikipedia Ontology-Free Graph-Text)
a high-level explanation of the dataset characteristics We introduce WikiOFGraph, a novel large-scale, domain-diverse dataset synthesized by LLMs, ensuring superior graph-text consistency to advance general-domain graph-to-text generation.
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.