NLP, ChatGPT, Deep Learning, Artificial Intelligence, Data Science.
Techniques like hierarchical softmax and negative sampling are used to mitigate this. They still struggle with capturing very long-range dependencies due to the fixed context window. Training can be slow and requires careful hyperparameter tuning. NPLMs were a significant milestone that