Papers Complex Word Identification
“Complex Word Identification” 태그가 달린 논문 67편 · 필터 해제
UnibucKernel: A kernel-based learning method for complex word identification
In this paper, we present a kernel-based learning approach for the 2018 Complex Word Identification (CWI) Shared Task. Our approach is based on combining multiple low-level features, such as character n-grams, with high-…
Binary ClassificationComplex Word IdentificationregressionWord EmbeddingsCWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups
Complex word identification (CWI) is an important task in text accessibility. However, due to the scarcity of CWI datasets, previous studies have only addressed this problem on Wikipedia sentences and have solely taken i…
Complex Word IdentificationLexical SimplificationReading ComprehensionComplex Word Identification: Challenges in Data Annotation and System Performance
This paper revisits the problem of complex word identification (CWI) following up the SemEval CWI shared task. We use ensemble classifiers to investigate how well computational methods can discriminate between complex an…
Complex Word IdentificationGeneral ClassificationCLaC at SemEval-2016 Task 11: Exploring linguistic and psycho-linguistic Features for Complex Word Identification
This paper describes the system deployed by the CLaC-EDLK team to the "SemEval 2016, Complex Word Identification task". The goal of the task is to identify if a given word in a given context is "simple" or "complex". Our…
Complex Word IdentificationMultilingual and Cross-Lingual Complex Word Identification
Complex Word Identification (CWI) is an important task in lexical simplification and text accessibility. Due to the lack of CWI datasets, previous works largely depend on Simple English Wikipedia and edit histories for o…
Complex Word IdentificationLexical SimplificationLexical Simplification with Neural Ranking
We present a new Lexical Simplification approach that exploits Neural Networks to learn substitutions from the Newsela corpus - a large set of professionally produced simplifications. We extract candidate substitutions b…
Complex Word IdentificationInformation RetrievalLexical Simplificationregression+1Understanding the Lexical Simplification Needs of Non-Native Speakers of English
We report three user studies in which the Lexical Simplification needs of non-native English speakers are investigated. Our analyses feature valuable new insight on the relationship between the non-natives{'} notion of c…
Complex Word IdentificationLexical SimplificationMisconceptionsText Simplification