Curated list of project-based tutorials

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

🦆 Contextually-keyed word vectors

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019

Facilitating the design, comparison and sharing of deep text matching models.

Data augmentation for NLP

Code for "Dynamic Contextualized Word Embeddings"

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

Naive Bayes SVM for Sentiment Analysis

A text classification example with Bert/ELMo/GloVe in pytorch

Pre-trained ELMo Representations for Many Languages

This is a unofficial implementation of paper <<Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding>>

An open-source NLP research library, built on PyTorch.

Source code of K-BERT (AAAI2020)

Deep contextualized word representations for Chinese

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

使用Bert，ERNIE，进行中文文本分类

Macros in Python: quasiquotes, case classes, LINQ and more!

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Code included in the book, PyTorch Pocket Reference

A Chinese financial sentiment word dictionary

Language Technology Platform

Open source annotation tool for machine learning practitioners.

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF