In contrast, for "He gave her -", the phrase started by 'her' is normally selfcomplete, and makes the next label more likely to be B, e.g., "[He] gave [her] [flowers]".
latent-dynamics is an intermediate representation between input features and labels, and explicitly modeling this can simplify the problem.