BeyonderXX

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

textflint.github.io

Textflint.io

natural-adversary

Generating Natural Adversarial Examples, ICLR 2018

CMGN

Context Modeling Graph Network for Named Entity Recognition.

Robustness_experiments

targer

BiLSTM-CNN-CRF tagger

textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

robustness-gym

Robustness Gym is an evaluation toolkit for machine learning.

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

luke

LUKE -- Language Understanding with Knowledge-based Embeddings

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

OpenAttack

An Open-Source Package for Textual Adversarial Attack.

kikai_honyaku

Django app for comparing results from some well-known machine translation APIs including Google Translate.

nlpaug

Data augmentation for NLP

bluefog

Distributed and decentralized training framework for PyTorch over graph

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Awesome-Robustness-Testing-for-NLP

A curated list of papers on testing NLP.

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

Named-Entity-Recognition-NER-Papers

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

attention-analysis

nlp-beginner-finish

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。

code-for-nlp-beginner

code for nlp beginner, including Sentiment Analysis, NER, NLI and Language Model.

nmt-attention-tf2

👫 Effective Approaches to Attention-based Neural Machine Translation implemented as Tensorflow 2.0

texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

GNNPapers

Must-read papers on graph neural networks (GNN)

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

KnowledgeGraphCourse

东南大学《知识图谱》研究生课程

NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。