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Lexical Complexity Prediction

Predicting the complexity of a word/multi-word expression in a sentence.

Papers

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Showing 1–44 of 44 papers

TitleStatusHype
IITK@LCP at SemEval 2021 Task 1: Classification for Lexical Complexity Regression TaskCode0
cs60075\_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corporaCode0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
Japanese Lexical Complexity for Non-Native Readers: A New DatasetCode0
Automatic Readability Assessment of German Sentences with Transformer EnsemblesCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary?Code0
Difficult for Whom? A Study of Japanese Lexical ComplexityCode0
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly ModelsCode0
ANDI at SemEval-2021 Task 1: Predicting complexity in context using distributional models, behavioural norms, and lexical resourcesCode0
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corporaCode0
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification—0
hub at SemEval-2021 Task 1: Fusion of Sentence and Word Frequency to Predict Lexical Complexity—0
IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction—0
IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task—0
JCT at SemEval-2021 Task 1: Context-aware Representation for Lexical Complexity Prediction—0
katildakat at SemEval-2021 Task 1: Lexical Complexity Prediction of Single Words and Multi-Word Expressions in English—0
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures—0
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction—0
Lexical Complexity Prediction: An Overview—0
MultiLS: A Multi-task Lexical Simplification Framework—0
MultiLS-SP/CA: Lexical Complexity Prediction and Lexical Simplification Resources for Catalan and Spanish—0
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction—0
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)—0
Predicting Lexical Complexity in English Texts: The Complex 2.0 Dataset—0
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction—0
RS\_GV at SemEval-2021 Task 1: Sense Relative Lexical Complexity Prediction—0
SemEval-2021 Task 1: Lexical Complexity Prediction—0
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings—0
Towards Single Word Lexical Complexity Prediction—0
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders—0
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction—0
Alejandro Mosquera at SemEval-2021 Task 1: Exploring Sentence and Word Features for Lexical Complexity Prediction—0
UTFPR at SemEval-2021 Task 1: Complexity Prediction by Combining BERT Vectors and Classic Features—0
An Evaluation of Binary Comparative Lexical Complexity Models—0
archer at SemEval-2021 Task 1: Contextualising Lexical Complexity—0
Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction—0
CLULEX at SemEval-2021 Task 1: A Simple System Goes a Long Way—0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data—0
Complex words identification using word-level features for SemEval-2020 Task 1—0
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features—0
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction—0
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity—0
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach—0
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