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Starred repositories
Dasandata's Open HPC Cluster Recipes & Document.
مستودع الأوراق المسحية في معالجة اللغة العربية (أسبر) A Repository for survey and review papers in Arabic Natural Language processing (ANLP).
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection
Improving Sentiment Analysis with Multi-task Learning of Negation
A PyTorch Library for Multi-Task Learning
A lightweight module for Multi-Task Learning in pytorch.
Reproducibility files for the paper "We will reduce taxes - Identifying Election Pledges with Language Models"
PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
TensorFlow code and pre-trained models for BERT
Awesome Multitask Learning Resources
Multi-task learning of negation/speculation for Targeted Sentiment
Neural Network for Automatic Negation Detection
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Pre-trained Transformers for Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic ELECTRA)
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity id…
An Open Source Machine Learning Framework for Everyone
Arabic edition of BERT pretrained language models
Code and models for "The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models". EACL 2021, WANLP.
Sentiment Analysis with LSTMs in Tensorflow