text-simplification

There are 1 repository under text-simplification topic.

• grammarly / gector

  Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

  grammatical-error-correctionnatural-language-processingsequence-labelingtransformersrobertabertxlnetnlptext-simplification
  Language:Python 862

• feralvam / easse

  Easier Automatic Sentence Simplification Evaluation

  evaluation-metricsnatural-language-generationnatural-language-processingnlprocsentence-simplificationtext-simplification
  Language:Roff 153

• brucewlee / lingfeat

  [EMNLP 2021] LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

  linguistic-analysisreadability-scoresflesch-kincaidfeature-extractiondiscoursesyntactic-analysislexical-analysissemantic-analysisspacynlpreadability-metricstext-simplificationtext-classificationnatural-language-processing
  Language:Python 118
• napolab

  ruanchaves / napolab

  A Natural Portuguese Language Benchmark (Napolab) for the evaluation of language models.

  benchmarkscatalandatasetsenglishgalicianhate-speechhuggingfacelarge-language-modelsnlpportuguesequestion-answeringsemantic-similarityspanishtext-simplificationtextual-entailmenttransformershuggingface-transformerspython
  Language:Python 50

• Kvasirs / MILES

  MILES is a multilingual text simplifier inspired by LSBert - A BERT-based lexical simplification approach proposed in 2018. Unlike LSBert, MILES uses the bert-base-multilingual-uncased model, as well as simple language-agnostic approaches to complex word identification (CWI) and candidate ranking.

  nlpmachine-learningtext-simplification
  Language:Python 48

• tingofurro / keep_it_simple

  Codebase, data and models for the Keep it Simple paper at ACL2021

  newsreinforcement-learningsimplificationtext-simplificationunsupervised-learningacl2021bert
  Language:Python 36

• tm4roon / pytorch-translm

  An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.

  nlp-machine-learninglanguage-modelingtext-summarizationtext-simplificationgrammatical-error-correction
  Language:Python 28

• chrislemke / deep-martin

  Text simplification for a better world: Deep-Martin Transformer 🤗

  deep-learninghuggingfacenlppythonpytorchtext-simplificationtransformers
  Language:Python 21

• siangooding / readability_scroll

  Dataset containing scroll interactions of 598 partcipants reading advanced and elementary texts from the OneStopEnglish corpus

  complexitynatural-language-processingnlpnlp-machine-learningreadabilitytext-simplification
  Language:Jupyter Notebook 16

• dennlinger / klexikon

  Klexikon: A German Dataset for Joint Summarization and Simplification

  germangerman-languagepython3summarization-datasettext-simplification
  Language:Python 14

• rstodden / TS_annotation_tool

  Annotation Tool for Text Simplification Corpora

  sentence-alignmenttext-simplificationannotation-toolsentence-simplificationalignment
  Language:Python 14

• imohammad12 / GRS

  An unsupervised approach to sentence simplification that combines text generation and text revision.

  nlptext-simplification
  Language:Roff 7

• BramVanroy / mai-simplification-nl-2023

  Sentence-Level Text Simplification for Dutch

  dutchnlptext-simplificationtransformers-models
  Language:Python 6

• Dargones / sentence_alignment_tools

  A collection of tools for sentence alignement

  alignmentnlpnewselatext-simplificationcwicomplex-word-identification
  Language:Python 6

• jind11 / NeuralTextSimplification-Pytorch

  This is the reimplementation of the NeuralTextSimplification system in Pytorch.

  pytorchopennmtreimplementationtext-simplificationseq2seq
  Language:Python 6

• sadakmed / simplify

  simplify is a text simplification toolkit

  text-simplificationsentence-simplificationinformation-extraction
  Language:Python 6

• rstodden / DEPlain

  Overview of German Text Simplification Resources, e.g., DEplain corpus, web harvester, alignment methods.

  germangerman-languagegerman-language-datasetplain-languagesentence-alignmentsentence-simplificationtext-simplificationdocument-simplification
  Language:Python 5

• bilbisli / hebrew_text_simplification

  Hebrew Text Simplification system based on LLMs & advanced algorithms, served as a Chrome plugin.

  hebrewhebrew-nlpnlp-machine-learningtext-simplification
  Language:Python 3

• davidheineman / salsa

  Success and Failure Linguistic Simplification Annotation 💃

  automatic-evaluationhuman-evaluationnlptext-simplificationthresh
  Language:Python 3

• feralvam / metaeval-simplification

  Meta-evaluation of automatic metrics in Text Simplification

  datasetevaluation-metricsmetricsnatural-language-processingtext-simplification
  Language:Jupyter Notebook 3

• isVy08 / USDP

  Unsupervised Sentence Simplification via Dependency Parsing

  parsingtext-simplificationnlp-machine-learning
  Language:Roff 3

• jantrienes / InfoLossQA

  InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

  llmsquestion-answeringquestion-generationtext-simplification
  Language:Jupyter Notebook 3

• dennlinger / TSAR-2022-Shared-Task

  TSAR2022 Shared Task on Lexical Simplification - uniHD entry

  gpt-3pythonsimplificationtext-simplification
  Language:TeX 2

• liamcripwell / disco_split

  Code and data for discourse-based sentence splitting experiments.

  discourse-parsingmachine-learningnlgnlptext-simplification
  Language:Python 2

• Unipisa / admin-It

  Dataset for automatic readability assessment and text simplification of sentences in Italian administrative language.

  corpusdatasetitalianneural-modelsreadabilitytext-simplificationnatural-language-processingnlp
  2
• mbart-deploy

  brainsharks-fyp17 / mbart-deploy

  Deploying and monitoring an mBART model (trained for text simplification), on Kubernetes or Docker

  mbartkubenetesdockerpython3nlpmlfastapigradiohuggingface-transformerssinhalatext-simplification
  Language:Python 1

• brainsharks-fyp17 / semits

  Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders

  backtranslationdenoising-autoencodersnlpreinforcement-learningsinhalatext-simplificationunsupervised-learningpytorchtransformers
  Language:Python 1

• lmvasque / ts-explore

  Source code for Text Simplification Evaluation papers at ACL findings and CTTS workshop.

  natural-language-processingtext-simplificationevaluation
  Language:Python 1

• rstodden / data_collection_german_simplification

  Data collection for a German Simplification Corpus. Later on an overvoew of all requested websites will be added. Furthermore, the license, the code for craling and aligning will be added.

  germangerman-languageplain-languagetext-level-processingtext-simplificationweb-crawlerweb-crawlingeasy-to-read-language
  Language:Python 1

• rstodden / text-simplification-evaluation

  Reference-less Quality Estimation of Text Simplification Systems

  text-simplificationfeature-extractionreadability-metrics
  Language:Python 1

• K-T4N1 / A-BenchmarkDataset-for-ComplexityControllableNMT

  the code and resources for multi-level complexity-controllable MT

  nmtmttext-simplification
  0

• lormaechea / wivico

  Wikipedia-Vikidia Corpus (WiViCo) - A general-purpose parallel sentence simplification dataset for French

  text-simplificationfrench-languagegeneral-purposeparallel-datawikipediacomplex-simplevikidia
  0

• MMU-TDMLab / SimpleTICO19

  Dataset with manual simplifications of COVID-19 information in English and Spanish.

  corpuscovid-19datasetmachine-translationtext-simplification
  Language:Jupyter Notebook 0

• nhankins / nlp-final-project

  Medical Text Simplification Project for a Special Topics in Natural Language Processing class

  text-simplification
  Language:Jupyter Notebook 0

• bsenst / text-simplification

  easy-languageflaskmlzoomcampnaive-bayes-classifierstreamlittext-simplification
  Language:Jupyter Notebook

• josh-oo / low-resource-ts-improvement-experiments

  A bunch of experiments to improve text simplification (TS) tasks using encoder-decoder transformers

  encoder-decoderhuggingfacetext-simplificationtransformers
  Language:Jupyter Notebook