Conditional Neural Fields Jian Peng, Liefeng Bo and Jinbo Xu Toyota Technological Institute at Chicago, USA Abstract: Conditional random fields (CRF) [2] are widely used for sequence labeling such as natural language processing and biological sequence analysis. Most CRF models use a linear potential function to represent the relationship between input features and output. However, in many real-w