Easier Automatic Sentence Simplification Evaluation

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

The Natural Portuguese Language Benchmark (Napolab). Stay up to date with the latest advancements in Portuguese language models and their performance across carefully curated Portuguese language tasks.

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.

A web user interface and workflow for document translations using the Amazon Translate service

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

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

Annotation Tool for Text Simplification Corpora

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

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

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

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

This is the reimplementation of the NeuralTextSimplification system in Pytorch.

A collection of tools for sentence alignement

Sentence-Level Text Simplification for Dutch

Success and Failure Linguistic Simplification Annotation 💃

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

Meta-evaluation of automatic metrics in Text Simplification

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

Pegasus Paraphraser is a text paraphrasing system built using the tuner007/pegasus_paraphrase model to generate simplified versions of input text by splitting it into sentences and leveraging an encoder-decoder architecture.