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Lexical Simplification

5 papers with code · Natural Language Processing

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Exploring Neural Text Simplification Models

ACL 2017 senisioi/NeuralTextSimplification

Unlike the previously proposed automated TS systems, our neural text simplification (NTS) systems are able to simultaneously perform lexical simplification and content reduction.

LEXICAL SIMPLIFICATION MACHINE TRANSLATION TEXT SIMPLIFICATION WORD EMBEDDINGS

A Simple BERT-Based Approach for Lexical Simplification

14 Jul 2019qiang2100/BERT-LS

Lexical simplification (LS) aims to replace complex words in a given sentence with their simpler alternatives of equivalent meaning.

LANGUAGE MODELLING LEXICAL SIMPLIFICATION

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization

EMNLP 2018 cambridgeltl/adversarial-postspec

Our adversarial post-specialization method propagates the external lexical knowledge to the full distributional space.

CROSS-LINGUAL TRANSFER LEXICAL SIMPLIFICATION