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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
LSBert: A Simple Framework for Lexical SimplificationCode1
Lexical Simplification Benchmarks for English, Portuguese, and SpanishCode1
Lexical Simplification with Pretrained EncodersCode1
Chinese Lexical SimplificationCode1
RoBERTa: A Robustly Optimized BERT Pretraining ApproachCode1
Exploring Neural Text Simplification ModelsCode0
Phrasal Substitution of Idiomatic ExpressionsCode0
UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?Code0
Controllable Lexical Simplification for EnglishCode0
A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical SimplificationCode0
Teaching the Pre-trained Model to Generate Simple Texts for Text SimplificationCode0
ALEXSIS: A Dataset for Lexical Simplification in SpanishCode0
Specializing Unsupervised Pretraining Models for Word-Level Semantic SimilarityCode0
Multilingual Controllable Transformer-Based Lexical SimplificationCode0
Towards Arabic Sentence Simplification via Classification and Generative ApproachesCode0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
Multi-Word Lexical SimplificationCode0
Controlled and Balanced Dataset for Japanese Lexical SimplificationCode0
Unsupervised Lexical Simplification with Context AugmentationCode0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Multilingual Lexical Simplification via Paraphrase GenerationCode0
Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique—0
CASSAurus: A Resource of Simpler Spanish Synonyms—0
ANNLOR: A Na\" Notation-system for Lexical Outputs Ranking—0
CASSA: A Context-Aware Synonym Simplification Algorithm—0
Can Spanish Be Simpler? LexSiS: Lexical Simplification for Spanish—0
An LLM-Enhanced Adversarial Editing System for Lexical Simplification—0
CEFR-based Lexical Simplification Dataset—0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting—0
CLexIS2: A New Corpus for Complex Word Identification Research in Computing Studies—0
Enhancing Pre-trained Language Model with Lexical Simplification—0
Building Readability Lexicons with Unannotated Corpora—0
Anita: An Intelligent Text Adaptation Tool—0
A Lexical Simplification Tool for Promoting Health Literacy—0
Book Review: Automatic Text Simplification by Horacio Saggion—0
BERT-Based Simplification of Japanese Sentence-Ending Predicates in Descriptive Text—0
An Adaptable Lexical Simplification Architecture for Major Ibero-Romance Languages—0
CWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups—0
Benchmarking Lexical Simplification Systems—0
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction—0
Cross-lingual Semantic Specialization via Lexical Relation Induction—0
Data-Driven Text Simplification—0
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach—0
Deep Learning Approaches to Lexical Simplification: A Survey—0
Deep Learning Architecture for Complex Word Identification—0
Effects of Lexical Properties on Viewing Time per Word in Autistic and Neurotypical Readers—0
AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding—0
Enhancing Robustness of Pre-trained Language Model with Lexical Simplification—0
Evaluating Lexical Simplification and Vocabulary Knowledge for Learners of French: Possibilities of Using the FLELex Resource—0
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features—0
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