jaqujaqu Goto Github PK
Name: Adrian Böck
Type: User
Name: Adrian Böck
Type: User
With the increase in user-generated content on social media networks, hate speech and offensive language content are also increasing. From the perspective of computer science, automatic detection of such hate speech and offensive language content is an interesting problem to solve. The natural language community has taken a step to identify such content via automated hate speech and offensive content detection. The hate speech content is generated mostly on social media, and automatic hate speech and offensive language detection face many challenges due to non-standard spelling and grammar variations. Specifically, in a multilingual community, the hate content would be in code-mixed form, making the task further challenging. In this article, we propose a model for code-mixed hate speech detection. This model embeds the knowledge from both user-trained and multilingual pre-trained models. The proposed method also calculates the profanity word list and augments it. Experimental results on code-mixed hate speech and offensive language detection benchmarks show that our method outperforms the existing baselines.
Intelligent Question Generation System
Library to scrape and clean web pages to create massive datasets.
A Dataset of German Legal Documents for Named Entity Recognition
LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment
A collection of machine learning examples and tutorials.
Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
Question Generation using Google T5 and Text2Text
Seq2Seq architectures: BERT+GRU, BART, T5 are implemented for Neural Question Generation (NQG) on SQuAD datasets
Data augmentation for NLP
Open German WordNet
Deep Learning Training script implemented in Python based on Deep Learning model T5 --- Teaching Google's T5 how to paraphrase sentences through fine tuning with PAWS dataset.
Taking tables in a PDF document and using PyPDF2 and re libraries to convert to csv format
Converts a pdf file into a text file while keeping the layout of the original pdf. Useful to extract the content from a table in a pdf file for instance. This is a subclass of PDFTextStripper class (from the Apache PDFBox library).
Collection of scripts to pretrain T5 in unsupervised text, using PyTorch Lightning. CORD-19 pretraining provided as example.
GermaNet API for Python
Fast data visualization and GUI tools for scientific / engineering applications
German NLP Question Generator (work in progress)
Question generation using state-of-the-art Natural Language Processing algorithms
Question-answer generation from text
Neural text-to-text question generation
Generating multiple choice questions from text using Machine Learning.
A summary of must-read papers for Neural Question Generation (NQG)
Neural question generation using transformers
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.