mlsanityData to 7 Oct 2026

Learning To Split and Rephrase From Wikipedia Edit History

arXiv 1808.09468 ↗First posted 28 Aug 2018cs.CLcited by 38

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Abstract (arXiv)

Split and rephrase is the task of breaking down a sentence into shorter ones that together convey the same meaning. We extract a rich new dataset for this task by mining Wikipedia's edit history: WikiSplit contains one million naturally occurring sentence rewrites, providing sixty times more distinct split examples and a ninety times larger vocabulary than the WebSplit corpus introduced by Narayan et al. (2017) as a benchmark for this task. Incorporating WikiSplit as training data produces a model with qualitatively better predictions that score 32 BLEU points above the prior best result on the WebSplit benchmark.

Key facts. Cited by 38 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Aug 2018.

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Citing papers per year: 2021: 8; 2022: 10; 2023: 9; 2024: 9; 2025: 1; 2026: 1.

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  1. 2022Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Modelscited by 179
  2. 2024Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuningcited by 174
  3. 2021CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLPcited by 142
  4. 2024Aligning LLM Agents by Learning Latent Preference from User Editscited by 66
  5. 2022Understanding Iterative Revision from Human-Written Textcited by 56
  6. 2022Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revisioncited by 46
  7. 2021Focus Attention: Promoting Faithfulness and Diversity in Summarizationcited by 30
  8. 2021Exploring Universal Intrinsic Task Subspace via Prompt Tuningcited by 25
  9. 2022Neural Pipeline for Zero-Shot Data-to-Text Generationcited by 19
  10. 2021BiSECT: Learning to Split and Rephrase Sentences with Bitextscited by 18
  11. 2024Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challengescited by 18
  12. 2021Neural semi-Markov CRF for Monolingual Word Alignmentcited by 15
26 more
  1. 2022ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Modelscited by 14
  2. 2025Enhancing Latent Computation in Transformers with Latent Tokenscited by 13
  3. 2022Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Expertscited by 12
  4. 2021Exploring Decomposition for Table-based Fact Verificationcited by 11
  5. 2023Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?cited by 11
  6. 2024MoDEM: Mixture of Domain Expert Modelscited by 9
  7. 2023To Revise or Not to Revise: Learning to Detect Improvable Claims for Argumentative Writing Supportcited by 8
  8. 2024ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantationcited by 8
  9. 2024Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languagescited by 6
  10. 2023Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operationscited by 5
  11. 2023Split and Rephrase with Large Language Modelscited by 5
  12. 2023Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learningcited by 5
  13. 2024Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLMcited by 4
  14. 2021Text Simplification for Comprehension-based Question-Answeringcited by 3
  15. 2022Claim Optimization in Computational Argumentationcited by 3
  16. 2021With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithmscited by 2
  17. 2023Mitigating Data Scarcity for Large Language Modelscited by 2
  18. 2024WikiSplit++: Easy Data Refinement for Split and Rephrasecited by 2
  19. 2022Policy Compliance Detection via Expression Tree Inferencecited by 1
  20. 2022KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLPcited by 1
  21. 2022Conciseness: An Overlooked Language Taskcited by 1
  22. 2023The Fewer Splits are Better: Deconstructing Readability in Sentence Splittingcited by 1
  23. 2023Discourse-Aware Text Simplification: From Complex Sentences to Linked Propositionscited by 1
  24. 2026CREDENCE: Claim Reduction for Decomposition & Enhanced Credibility -- Semantic Metrics and Convergence Analysiscited by 1
  25. 2023From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentencescited by 0
  26. 2024Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision Historycited by 0