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A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

📝 python package to calculate readability statistics of a text object - paragraphs, sentences, articles.

Automatic Summary Generation and Evaluation for the German Language

Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper

Google Bert model used for sentiment analysis for German language for various data sets.

Crowd Labeling For Continuous Valued Annotations

CrowdTruth framework for crowdsourcing ground truth for training & evaluation of AI systems

Multi-Annotator Competence Estimation tool

A reference-free metric for measuring summary quality, learned from human ratings.

BLEURT is a metric for Natural Language Generation based on transfer learning.

Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons

Well tested & Multi-language evaluation framework for text summarization.

TensorFlow code and pre-trained models for BERT

BERT score for text generation

Human-free quality estimation of document summaries

Module for automatic summarization of text documents and HTML pages.

DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models

Code and data for the paper "Evaluating German Transformer Language Models with Syntactic Agreement Tests" (Zaczynska et al., 2020)

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Code for paper Fine-tune BERT for Extractive Summarization

Tensorflow implementation of an abstractive summarization model using pre-trained language models

SUM-QE, a BERT-based Summary Quality Estimation Model