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Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features

25 September 2021

Papers citing "Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features"

22 / 22 papers shown

Title
Trends, Limitations and Open Challenges in Automatic Readability Assessment Research Sowmya Vajjala 70 47 0 03 May 2021
ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis Changping Meng Muhao Chen Jie Mao Bruno Ribeiro 48 26 0 06 Mar 2021
LXPER Index 2.0: Improving Text Readability Assessment Model for L2 English Students in Korea Bruce Lee J. Lee 16 9 0 26 Oct 2020
Fast and Accurate Neural CRF Constituency Parsing Yu Zhang Houquan Zhou Zhenghua Li 58 91 0 09 Aug 2020
LXPER Index: a curriculum-specific text readability assessment model for EFL students in Korea Bruce W. Lee J. Lee AI4Ed 35 8 0 01 Aug 2020
Linguistic Features for Readability Assessment Tovly Deutsch Masoud Jasbi Stuart M. Shieber VLM 29 82 0 30 May 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 Oct 2019
Supervised and Unsupervised Neural Approaches to Text Readability Matej Martinc Senja Pollak Marko Robnik-Šikonja 56 141 0 26 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 662 24,464 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 232 8,433 0 19 Jun 2019
Text Readability Assessment for Second Language Learners Menglin Xia E. Kochmar Ted Briscoe 43 163 0 18 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
A Machine Learning Approach to Persian Text Readability Assessment Using a Crowdsourced Dataset Hamid Reza Mohammadi S. H. Khasteh 26 6 0 07 Oct 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Readability-based Sentence Ranking for Evaluating Text Simplification Sowmya Vajjala Walt Detmar Meurers 34 32 0 18 Mar 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 809 38,961 0 09 Mar 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 268 6,113 0 04 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 133 1,826 0 01 Jul 2014
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 321 1,249 0 10 Sep 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 191 7,726 0 02 Mar 2011