Start_Your_NLP_Career

School of AI Visakhapatnam meetup

For Practise

• Neural network Language Modelling
• Skipgram
• Word2vec-Fastext Training from scrach
• Word2vec-Glove-Fastext Using Pretrained word embeddings
• ELMo Training
• Twitter-Sentiment-Analysis
• Spam/Not-Spam Classification- ELMo & Google's Universal Sentence Encoder
• Bi-LSTM(Attention)
• Transformer-Torch
• BERT-Torch

Pretrained Word Embeddings

• Word2Vec
• Glove
• FastText
• Spacy
• Google's Universal Sentence Encoder
• ELMo
• BERT, GPT, GPT-2, Transformer-XL, XLNet, XLM

References

• Learning Word Embedding
• Generalized Language Models
• Attention? Attention!
• Ultimate Guide to Understand and Implement Natural Language Processing
• NLP tutorials
• PyTorch-Transformers
• Embedding Projector