Timex Normalization

Timex normalization is a subtask in natural language processing that aims to convert temporal expressions in text into standardized time representation formats, such as calendar dates or other formal time notations. The goal of this task is to improve the accuracy and efficiency of applications like information retrieval, event ordering, and timeline construction by identifying and standardizing time expressions, thereby enhancing the understanding and utilization of temporal information in texts.