The third one (CUAD) is a single paper, not blogposts like the others. I think this paper is still the best in terms of being done by NLP experts and understanding the possibilities and not being just some and mirror. But there are so many papers published in this area nowadays that I might not even notice a new one.
The CUAD paper was still based on BERT, so pretraining was needed - that needs a bit more expertise than just prompting GPT-4-32k like in this paper or feeding prompts back to GPT-4 for another round of refining, or doing RAG.
For honest research purposes, "contract review" is not really a good area of approach: the subject field is not standardised, there is no good benchmark yet and your paper can easily get into bad company of snake oil sellers cashing on visceral hatred of average people for all professions.
District5524|2 years ago