Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a non-linear graphical model for structured prediction. It combines the por of deep neural networks to extract high level features with the graphical framework of Markov networks, yielding a porful and scalable probabilistic model that  apply to signal labeling tasks.
['Trinh Minh Tri Do', 'Thierry Artières']
I am writing a research paper on a idea Neural conditional random fields
[{"from": "human", "value": "I am writing a research paper on a idea Neural conditional random fields"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a non-linear graphical model for structured prediction. It combines the por of deep neural networks to extract high level features with the graphical framework of Markov networks, yielding a porful and scalable probabilistic model that  apply to signal labeling tasks."}]