mlsanityData to 14 Oct 2026

KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documents

arXiv 1911.12559 ↗First posted 28 Nov 2019cs.IR cs.CLcited by 41

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Abstract (arXiv)

Keyphrase generation is the task of predicting a set of lexical units that conveys the main content of a source text. Existing datasets for keyphrase generation are only readily available for the scholarly domain and include non-expert annotations. In this paper we present KPTimes, a large-scale dataset of news texts paired with editor-curated keyphrases. Exploring the dataset, we show how editors tag documents, and how their annotations differ from those found in existing datasets. We also train and evaluate state-of-the-art neural keyphrase generation models on KPTimes to gain insights on how well they perform on the news domain. The dataset is available online at https://github.com/ygorg/KPTimes .

Key facts. Cited by 41 papers in the map (data through 14 Oct 2026). First posted on arXiv 28 Nov 2019.

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Citing papers per year: 2021: 5; 2022: 12; 2023: 9; 2024: 7; 2025: 4; 2026: 4.

41 papers.

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  1. 2022UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Miningcited by 33
  2. 2022Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Trainingcited by 16
  3. 2021UCPhrase: Unsupervised Context-aware Quality Phrase Taggingcited by 14
  4. 2022Representation Learning for Resource-Constrained Keyphrase Generationcited by 14
  5. 2023From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Surveycited by 14
  6. 2022Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Studycited by 13
  7. 2023ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Taskcited by 13
  8. 2021Keyphrase Generation Beyond the Boundaries of Title and Abstractcited by 12
  9. 2023Data Augmentation for Low-Resource Keyphrase Generationcited by 8
  10. 2022Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?cited by 7
  11. 2023"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioningcited by 7
  12. 2022A Large-Scale Dataset for Biomedical Keyphrase Generationcited by 6
29 more
  1. 2024Graphite: A Graph-based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendationcited by 6
  2. 2022General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generationcited by 5
  3. 2024EUROPA: A Legal Multilingual Keyphrase Generation Datasetcited by 5
  4. 2023KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluationcited by 4
  5. 2024Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contextscited by 4
  6. 2024Pre-Trained Language Models for Keyphrase Prediction: A Reviewcited by 3
  7. 2023Language Model as an Annotator: Unsupervised Context-aware Quality Phrase Generationcited by 1
  8. 2024Self-Compositional Data Augmentation for Scientific Keyphrase Generationcited by 1
  9. 2025Pipelined Decoder for Efficient Context-Aware Text Generationcited by 1
  10. 2021SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysiscited by 0
  11. 2021VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Searchcited by 0
  12. 2021Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generationcited by 0
  13. 2022Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectorscited by 0
  14. 2022Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networkscited by 0
  15. 2022Explanation-Guided Fairness Testing through Genetic Algorithmcited by 0
  16. 2022Using Graph Neural Networks for Program Terminationcited by 0
  17. 2022Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awarenesscited by 0
  18. 2023Tribe or Not? Critical Inspection of Group Differences Using TribalGramcited by 0
  19. 2023Unsupervised Open-domain Keyphrase Generationcited by 0
  20. 2023Cross-Domain Robustness of Transformer-based Keyphrase Generationcited by 0
  21. 2024MetaKP: On-Demand Keyphrase Generationcited by 0
  22. 2024Cross-Domain Keyword Extraction with Keyness Patternscited by 0
  23. 2025Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-Sample Aggregation on Large Language Modelscited by 0
  24. 2025An Analysis of Datasets, Metrics and Models in Keyphrase Generationcited by 0
  25. 2025Multilingual Target-Stance Extractioncited by 0
  26. 2026Evaluating the Homogeneity of Keyphrase Prediction Modelscited by 0
  27. 2026SlovKE: A Large-Scale Dataset and LLM Evaluation for Slovak Keyphrase Extractioncited by 0
  28. 2026Meaning in Order, Order in Meaning: Semantic R-precision for Keyphrase Evaluationcited by 0
  29. 2026From Two Passes to One: Compact and Efficient Target-Stance Extractioncited by 0