NLP Resource

Paper

Chinese NLP

• A good summary of SOTA Chinese tokenization methods: Improving Chinese Word Segmentation with Wordhood Memory Networks

Language Model

• How to make monolingual model multilingual model: Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
• Character-level tokenization - An innovative breakthrough on Language Model proposed by Google: CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation

Resources on Github

• Tracking Progress in different fields of Natural Language Processing
• Summary of applications of BERT model
• HuggingFace