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Lexical Simplification

The goal of Lexical Simplification is to replace complex words (typically words that are used less often in language and are therefore less familiar to readers) with their simpler synonyms, without infringing the grammaticality and changing the meaning of the text.

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

Papers

Showing 125 of 147 papers

TitleStatusHype
New Evaluation Paradigm for Lexical Simplification0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
MultiLS-SP/CA: Lexical Complexity Prediction and Lexical Simplification Resources for Catalan and Spanish0
MultiLS: A Multi-task Lexical Simplification Framework0
An LLM-Enhanced Adversarial Editing System for Lexical Simplification0
Unsupervised Lexical Simplification with Context AugmentationCode0
On the Automatic Generation and Simplification of Children's Stories0
Multilingual Lexical Simplification via Paraphrase GenerationCode0
Multilingual Controllable Transformer-Based Lexical SimplificationCode0
Teaching the Pre-trained Model to Generate Simple Texts for Text SimplificationCode0
Deep Learning Approaches to Lexical Simplification: A Survey0
Controllable Lexical Simplification for EnglishCode0
Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification0
Lexical Simplification using multi level and modular approach0
UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?Code0
MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders0
ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification0
Lexical Simplification Benchmarks for English, Portuguese, and SpanishCode1
Complex Word Identification in Vietnamese: Towards Vietnamese Text Simplification0
ALEXSIS: A Dataset for Lexical Simplification in SpanishCode0
HECTOR: A Hybrid TExt SimplifiCation TOol for Raw Texts in French0
Towards Arabic Sentence Simplification via Classification and Generative ApproachesCode0
SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words0
Automatic Lexical Simplification for Turkish0
Enhancing Robustness of Pre-trained Language Model with Lexical Simplification0
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