👩‍🏫 Advanced NLP with spaCy: A free online course

👑 spaCy building blocks and visualizers for Streamlit apps

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

CKIP Transformers

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Cantonese Linguistics and NLP

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

CKIP CoreNLP Toolkits

Named Entity Recognition with Pretrained XLM-RoBERTa

Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

The Greek NLP toolkit for Python. Supports NER/DP/POS Tagging/Greeklish-to-Greek Transliteration. Visit the web demo here: https://huggingface.co/spaces/AUEB-NLP/greek-nlp-toolkit-demo (paper presented at COLING 2025)

Khmer language processing toolkit

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

Zero-shot Transfer Learning from English to Arabic

This Angular component library is perfect for tasks like visualizing named entity recognition, part of speech tagging, or annotating text datasets. It allows for interactively highlighting and annotating parts of text.

An implementation of HMM (Hidden Markov Model) for POS Tagging

Coursera Natural Language Procession Specialization

A Keras implementation of a deep learning network to simultaneously perform Word Segmentation and Part-of-Speech (POS) Tagging introduced by Bouy et al. in the paper Joint Khmer Word Segmentation and Part-of-Speech Tagging Using Deep Learning.

The document classification solution should significantly reduce the manual human effort in the HRM. It should achieve a higher level of accuracy and automation with minimal human intervention.