TurkCorpus

Dataset Information
Modalities
Texts
Languages
English
Introduced
2016
License
Unknown
Homepage
Official Website
Contents

Overview

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.

Variants: TurkCorpus

Associated Benchmarks

This dataset is used in 1 benchmark:

  • Text Simplification - Metrics: SARI (EASSE>=0.2.1), BLEU, METEOR, FKGL, QuestEval (Reference-less, BERTScore)

Recent Benchmark Submissions

Task Model Paper Date
Text Simplification GPT-175B (6 SARI-selected examples, high/low) Metric-Based In-context Learning: A Case … 2023-07-27
Text Simplification Control Prefixes (BART) Control Prefixes for Parameter-Efficient Text … 2021-10-15
Text Simplification TST Text Simplification by Tagging 2021-03-08
Text Simplification BART The GEM Benchmark: Natural Language … 2021-02-02
Text Simplification T5 The GEM Benchmark: Natural Language … 2021-02-02
Text Simplification Edit-Unsup-TS Iterative Edit-Based Unsupervised Sentence Simplification 2020-06-17
Text Simplification MUSS (BART+ACCESS Unsupervised) MUSS: Multilingual Unsupervised Sentence Simplification … 2020-05-01
Text Simplification MUSS (BART+ACCESS Supervised) MUSS: Multilingual Unsupervised Sentence Simplification … 2020-05-01
Text Simplification ACCESS Controllable Sentence Simplification 2019-10-07
Text Simplification EditNTS EditNTS: An Neural Programmer-Interpreter Model … 2019-06-19
Text Simplification DMASS-DCSS Integrating Transformer and Paraphrase Rules … 2018-10-26
Text Simplification UNMT (Unsupervised) Unsupervised Neural Text Simplification 2018-10-18
Text Simplification UNTS-10k (Weakly supervised) Unsupervised Neural Text Simplification 2018-10-18
Text Simplification UNTS (Unsupervised) Unsupervised Neural Text Simplification 2018-10-18
Text Simplification SEMoses Simple and Effective Text Simplification … 2018-10-11
Text Simplification Pointer + Multi-task Entailment and Paraphrase Generation Dynamic Multi-Level Multi-Task Learning for … 2018-06-19
Text Simplification NSELSTM-S Sentence Simplification with Memory-Augmented Neural … 2018-04-20
Text Simplification NSELSTM-B Sentence Simplification with Memory-Augmented Neural … 2018-04-20
Text Simplification Dress Sentence Simplification with Deep Reinforcement … 2017-03-31
Text Simplification Dress-LS Sentence Simplification with Deep Reinforcement … 2017-03-31

Research Papers

Recent papers with results on this dataset:

External Links: