Papers Lexical Simplification
“Lexical Simplification” 태그가 달린 논문 147편 · 필터 해제
HECTOR: A Hybrid TExt SimplifiCation TOol for Raw Texts in French
Reducing the complexity of texts by applying an Automatic Text Simplification (ATS) system has been sparking interest inthe area of Natural Language Processing (NLP) for several years and a number of methods and evaluati…
Lexical SimplificationText SimplificationWord EmbeddingsTowards Arabic Sentence Simplification via Classification and Generative Approaches
This paper presents an attempt to build a Modern Standard Arabic (MSA) sentence-level simplification system. We experimented with sentence simplification using two approaches: (i) a classification approach leading to lex…
ClassificationLexical SimplificationSentenceWord EmbeddingsSimpleBERT: A Pre-trained Model That Learns to Generate Simple Words
Pre-trained models are widely used in the tasks of natural language processing nowadays. However, in the specific field of text simplification, the research on improving pre-trained models is still blank. In this work, w…
Language ModelingLanguage ModellingLexical SimplificationMasked Language Modeling+2Automatic Lexical Simplification for Turkish
In this paper, we present the first automatic lexical simplification system for the Turkish language. Recent text simplification efforts rely on manually crafted simplified corpora and comprehensive NLP tools that can an…
Lexical SimplificationSentenceText SimplificationEnhancing Robustness of Pre-trained Language Model with Lexical Simplification
For both human readers and pre-trained language models (PrLMs), lexical diversity may lead to confusion and inaccuracy when understanding the underlying semantic meanings of given sentences. By substituting complex words…
DiversityLanguage ModelingLanguage ModellingLexical Simplification+3CLexIS2: A New Corpus for Complex Word Identification Research in Computing Studies
Reading is a complex process not only because of the words or sections that are difficult for the reader to understand. Complex word identification (CWI) is the task of detecting in the content of documents the words tha…
Complex Word IdentificationLexical SimplificationFrenLyS: A Tool for the Automatic Simplification of French General Language Texts
Lexical simplification (LS) aims at replacing words considered complex in a sentence by simpler equivalents. In this paper, we present the first automatic LS service for French, FrenLys, which offers different techniques…
Lexical SimplificationSentenceDeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach
Lexical complexity plays an important role in reading comprehension. lexical complexity prediction (LCP) can not only be used as a part of Lexical Simplification systems, but also as a stand-alone application to help peo…
Data AugmentationLexical Complexity PredictionLexical SimplificationReading ComprehensionCSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction
Lexical complexity prediction (LCP) conveys the anticipation of the complexity level of a token or a set of tokens in a sentence. It plays a vital role in the improvement of various NLP tasks including lexical simplifica…
Lexical Complexity PredictionLexical SimplificationSentenceText GenerationWhat Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification
Advancements within the field of text simplification (TS) have primarily been within syntactic or lexical simplification. However, conceptual simplification has previously been identified as another field of TS that has …
Binary ClassificationLexical SimplificationReading ComprehensionText SimplificationWord Complexity is in the Eye of the Beholder
Lexical complexity is a highly subjective notion, yet this factor is often neglected in lexical simplification and readability systems which use a {''}one-size-fits-all{''} approach. In this paper, we investigate which a…
Lexical SimplificationSynonym Replacement based on a Study of Basic-level Nouns in Swedish Texts of Different Complexity
Basic-level terms have been described as the most important to human categorisation. They are the earliest emerging words in children’s language acquisition, and seem to be more frequently occurring in language in genera…
Language AcquisitionLexical SimplificationEnhancing Pre-trained Language Model with Lexical Simplification
For both human readers and pre-trained language models (PrLMs), lexical diversity may lead to confusion and inaccuracy when understanding the underlying semantic meanings of given sentences. By substituting complex words…
DiversityGeneral ClassificationLanguage ModelingLanguage Modelling+5Multi-Word Lexical Simplification
In this work we propose the task of multi-word lexical simplification, in which a sentence in natural language is made easier to understand by replacing its fragment with a simpler alternative, both of which can consist …
Language ModelingLanguage ModellingLexical SimplificationSentenceBERT-Based Simplification of Japanese Sentence-Ending Predicates in Descriptive Text
Japanese sentence-ending predicates intricately combine content words and functional elements, such as aspect, modality, and honorifics; this can often hinder the understanding of language learners and children. Conventi…
DescriptiveLexical SimplificationSentenceChinese Lexical Simplification
Lexical simplification has attracted much attention in many languages, which is the process of replacing complex words in a given sentence with simpler alternatives of equivalent meaning. Although the richness of vocabul…
Language ModelingLanguage ModellingLexical SimplificationSentenceSIMPLEX-PB 2.0: A Reliable Dataset for Lexical Simplification in Brazilian Portuguese
Most research on Lexical Simplification (LS) addresses non-native speakers of English, since they are numerous and easy to recruit. This makes it difficult to create LS solutions for other languages and target audiences.…
Lexical SimplificationLSBert: A Simple Framework for Lexical Simplification
Lexical simplification (LS) aims to replace complex words in a given sentence with their simpler alternatives of equivalent meaning, to simplify the sentence. Recently unsupervised lexical simplification approaches only …
Language ModelingLanguage ModellingLexical SimplificationSentence+1A Lexical Simplification Tool for Promoting Health Literacy
This paper presents MedSimples, an authoring tool that combines Natural Language Processing, Corpus Linguistics and Terminology to help writers to convert health-related information into a more accessible version for peo…
Lexical SimplificationWord Complexity Estimation for Japanese Lexical Simplification
We introduce three language resources for Japanese lexical simplification: 1) a large-scale word complexity lexicon, 2) the first synonym lexicon for converting complex words to simpler ones, and 3) the first toolkit for…
BenchmarkingLexical Simplification