A New Dataset and Efficient Baselines for Document-level Text Simplification in German Nov 1, 2021 Articles Text Simplification
Code Code Available Control Prefixes for Parameter-Efficient Text Generation Oct 15, 2021 Abstractive Text Summarization Attribute
Code Code Available Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings Oct 14, 2021 Attribute Sentence
— Unverified Document-Level Text Simplification: Dataset, Criteria and Baseline Oct 11, 2021 Sentence Text Simplification
Code Code Available Text Simplification for Comprehension-based Question-Answering Sep 28, 2021 Machine Translation Question Answering
Code Code Available How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks Sep 10, 2021 Natural Language Inference Relation Extraction
Code Code Available Exploring German Multi-Level Text Simplification Sep 1, 2021 Text Simplification
Code Code Available A Syntax-Aware Edit-based System for Text Simplification Sep 1, 2021 Sentence Text Simplification
— Unverified Flesch-Kincaid is Not a Text Simplification Evaluation Metric Aug 1, 2021 Sentence Text Simplification
— Unverified Cartography of Natural Language Processing for Social Good (NLP4SG): Searching for Definitions, Statistics and White Spots Aug 1, 2021 Articles Ethics
— Unverified Automatic Text Simplification for Social Good: Progress and Challenges Aug 1, 2021 Text Simplification
— Unverified A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification Aug 1, 2021 Text Simplification
— Unverified Automatic Sentence Simplification in Low Resource Settings for Urdu Aug 1, 2021 Sentence Text Simplification
— Unverified Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer Aug 1, 2021 Language Modeling Language Modelling
Code Code Available JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models Aug 1, 2021 Binary Classification Text Simplification
— Unverified Investigating Text Simplification Evaluation Jul 28, 2021 Text Simplification
Code Code Available Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text Jul 7, 2021 Reading Comprehension Text Simplification
Code Code Available What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification Jul 1, 2021 Binary Classification Lexical Simplification
— Unverified Neural semi-Markov CRF for Monolingual Word Alignment Jun 4, 2021 Paraphrase Generation Sentence
Code Code Available Improving Human Text Simplification with Sentence Fusion Jun 1, 2021 Reranking Sentence
— Unverified Simplification automatique de textes biomédicaux en français: lorsque des données précises de petite taille aident (French Biomedical Text Simplification : When Small and Precise Helps ) Jun 1, 2021 Text Simplification
— Unverified Parallel Text Alignment and Monolingual Parallel Corpus Creation from Philosophical Texts for Text Simplification Jun 1, 2021 Text Simplification
Code Code Available Context-Preserving Text Simplification May 24, 2021 Sentence Text Simplification
Code Code Available Predicting Text Readability from Scrolling Interactions May 13, 2021 Question Answering Reading Comprehension
Code Code Available Creating an Aligned Russian Text Simplification Dataset from Language Learner Data Apr 1, 2021 Text Simplification
— Unverified Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification Apr 1, 2021 Split and Rephrase Text Simplification
Code Code Available Text Simplification by Tagging Mar 8, 2021 Text Simplification
Code Code Available Predicting Lexical Complexity in English Texts: The Complex 2.0 Dataset Feb 17, 2021 Complex Word Identification Lexical Complexity Prediction
— Unverified The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Feb 2, 2021 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
— Unverified Simple-QE: Better Automatic Quality Estimation for Text Simplification Dec 22, 2020 Text Simplification
— Unverified CUT: Controllable Unsupervised Text Simplification Dec 3, 2020 Text Simplification Translation
— Unverified Leveraging Contextual Embeddings and Idiom Principle for Detecting Idiomaticity in Potentially Idiomatic Expressions Dec 1, 2020 Text Simplification Word Embeddings
— Unverified SEMA: Text Simplification Evaluation through Semantic Alignment Dec 1, 2020 Text Simplification
— Unverified French Biomedical Text Simplification: When Small and Precise Helps Dec 1, 2020 Text Simplification
— Unverified On the Helpfulness of Document Context to Sentence Simplification Dec 1, 2020 Sentence Text Simplification
Code Code Available Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and Simplicity Dec 1, 2020 reinforcement-learning Reinforcement Learning
— Unverified Semantic Structural Decomposition for Neural Machine Translation Dec 1, 2020 Machine Translation Semantic Parsing
Code Code Available Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains Nov 1, 2020 Text Simplification
— Unverified Controllable Text Simplification with Explicit Paraphrasing Oct 21, 2020 Data Augmentation Text Simplification
— Unverified Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification Oct 20, 2020 Explanation Generation Sentence
Code Code Available AutoMeTS: The Autocomplete for Medical Text Simplification Oct 20, 2020 Sentence Text Simplification
Code Code Available Seq2Edits: Sequence Transduction Using Span-level Edit Operations Sep 23, 2020 Grammatical Error Correction Sentence
Code Code Available Small but Mighty: New Benchmarks for Split and Rephrase Sep 17, 2020 Sentence Split and Rephrase
— Unverified A Survey on Text Simplification Aug 19, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification Jul 31, 2020 Fairness Text Simplification
— Unverified HTSS: A Novel Hybrid Text Summarisation and Simplification Architecture Jul 13, 2020 Text Generation Text Simplification
Code Code Available Developing a Monolingual Sentence Simplification Corpus for Urdu Jul 1, 2020 Sentence Text Simplification
— Unverified Iterative Edit-Based Unsupervised Sentence Simplification Jun 17, 2020 Sentence Text Simplification
Code Code Available Simplification automatique de texte dans un contexte de faibles ressources (Automatic Text Simplification : Approaching the Problem in Low Resource Settings for French) Jun 1, 2020 Text Simplification
— Unverified Simplification de textes : un \'etat de l'art (Text simplification (State of the art) This paper presents the state of the art on text simplification, in particular the two main types of approaches, namely rule-based approaches and statistical approaches (or data-driven)) Jun 1, 2020 Text Simplification
— Unverified 