The primary goal of NLU is to enable computers to perform tasks that typically require human intelligence, such as:
His most famous contribution to NLU is the —a calculus for reasoning about time intervals in text. While modern Transformers handle attention mechanisms, Allen’s logic remains the standard for understanding sentences like: “He left the party while she was singing.” (The singing overlaps the leaving). natural language understanding james allen pdf github