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TurkCorpus

Introduced by Wei Xu et al. in Optimizing Statistical Machine Translation for Text Simplification1 Jan 2016 archive 2025-07-28

TurkCorpus, a dataset with 2,359 original sentences from English Wikipedia, each with 8 manual reference simplifications. The dataset is divided into two subsets: 2,000 sentences for validation and 359 for testing of sentence simplification models.

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Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Text Simplification TurkCorpus GPT-175B (6 SARI-selected examples, high/low) SARI (EASSE>=0.2.1) 43.46 Metric-Based In-context Learning: A Case Study in Text... nlp-ku/metric-based-in-context-learning 25 Compare

Papers archive 2025-07-28

19 shown of 19 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 44. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Metric-Based In-context Learning: A Case Study in Text Simplification 1 1 27 Jul 2023 not harvested
Control Prefixes for Parameter-Efficient Text Generation 2 1 15 Oct 2021 not harvested
Text Simplification by Tagging 1 1 8 Mar 2021 not harvested
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics 0 2 2 Feb 2021 not harvested
Iterative Edit-Based Unsupervised Sentence Simplification 1 1 17 Jun 2020 not harvested
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases 1 2 1 May 2020 not harvested
Controllable Sentence Simplification 2 1 7 Oct 2019 not harvested
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing 1 1 19 Jun 2019 not harvested
Integrating Transformer and Paraphrase Rules for Sentence Simplification 1 1 26 Oct 2018 not harvested
Unsupervised Neural Text Simplification 1 3 18 Oct 2018 not harvested
Simple and Effective Text Simplification Using Semantic and Neural Methods 0 1 11 Oct 2018 not harvested
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification 0 1 19 Jun 2018 not harvested
Sentence Simplification with Memory-Augmented Neural Networks 0 2 20 Apr 2018 not harvested
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs 1 1 1 Nov 2017 not harvested
Exploring Neural Text Simplification Models 1 1 1 Jul 2017 not harvested
Sentence Simplification with Deep Reinforcement Learning 1 2 31 Mar 2017 not harvested
Optimizing Statistical Machine Translation for Text Simplification 1 1 1 Jan 2016 not harvested
Hybrid Simplification using Deep Semantics and Machine Translation 0 1 1 Jun 2014 not harvested
Sentence Simplification by Monolingual Machine Translation 0 1 1 Jul 2012 not harvested

Dataset loaders archive 2025-07-28

cocoxu/simplification

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Text Simplification

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • TurkCorpus

1 variant name, as the archive lists them.

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