Texts

WikiLarge

Introduced in Sentence Simplification with Deep Reinforcement Learning2016

About this Dataset

WikiLarge comprise 359 test sentences, 2000 development sentences and 300k training sentences. Each source sentences in test set has 8 simplified references

Source: Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders Image Source: https://arxiv.org/pdf/1904.02767.pdf

Source: Sentence Simplification with Deep Reinforcement Learning

Dataset Variants

WikiLarge

Papers1

Sentence Simplification with Deep Reinforcement Learning

This work addresses the simplification problem with an encoder-decoder model coupled with a deep reinforcement learning framework, and explores the space of possible simplifications while learning to optimize a reward function that encourages outputs which are simple, fluent, and preserve the meaning of the input.

Dataset Loaders

EDIT

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XingxingZhang/dress

torch

Tasks

EDIT

Text Simplification Lexical Simplification

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