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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

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Showing 1–50 of 147 papers

TitleStatusHype
Lexical Simplification Benchmarks for English, Portuguese, and SpanishCode1
Chinese Lexical SimplificationCode1
LSBert: A Simple Framework for Lexical SimplificationCode1
RoBERTa: A Robustly Optimized BERT Pretraining ApproachCode1
Lexical Simplification with Pretrained EncodersCode1
New Evaluation Paradigm for Lexical Simplification—0
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 Spanish—0
An LLM-Enhanced Adversarial Editing System for Lexical Simplification—0
MultiLS: A Multi-task Lexical Simplification Framework—0
Unsupervised Lexical Simplification with Context AugmentationCode0
On the Automatic Generation and Simplification of Children's Stories—0
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 Survey—0
Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification—0
Controllable Lexical Simplification for EnglishCode0
Lexical Simplification using multi level and modular approach—0
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 Encoders—0
ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification—0
Complex Word Identification in Vietnamese: Towards Vietnamese Text Simplification—0
HECTOR: A Hybrid TExt SimplifiCation TOol for Raw Texts in French—0
ALEXSIS: A Dataset for Lexical Simplification in SpanishCode0
Towards Arabic Sentence Simplification via Classification and Generative ApproachesCode0
SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words—0
Automatic Lexical Simplification for Turkish—0
Enhancing Robustness of Pre-trained Language Model with Lexical Simplification—0
CLexIS2: A New Corpus for Complex Word Identification Research in Computing Studies—0
FrenLyS: A Tool for the Automatic Simplification of French General Language Texts—0
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction—0
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach—0
What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification—0
Word Complexity is in the Eye of the Beholder—0
Synonym Replacement based on a Study of Basic-level Nouns in Swedish Texts of Different Complexity—0
Enhancing Pre-trained Language Model with Lexical Simplification—0
BERT-Based Simplification of Japanese Sentence-Ending Predicates in Descriptive Text—0
Multi-Word Lexical SimplificationCode0
SIMPLEX-PB 2.0: A Reliable Dataset for Lexical Simplification in Brazilian Portuguese—0
A Lexical Simplification Tool for Promoting Health Literacy—0
SimplifyUR: Unsupervised Lexical Text Simplification for Urdu—0
Word Complexity Estimation for Japanese Lexical Simplification—0
Recursive Context-Aware Lexical Simplification—0
Cross-lingual Semantic Specialization via Lexical Relation Induction—0
Personalized Substitution Ranking for Lexical Simplification—0
Specializing Unsupervised Pretraining Models for Word-Level Semantic SimilarityCode0
Comparative judgments are more consistent than binary classification for labelling word complexity—0
Book Review: Automatic Text Simplification by Horacio Saggion—0
Assisted Nominalization for Academic English Writing—0
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