Rule-based Logical Forms Extraction

In this paper, we present concise but robust rules for dependency-based logical form identification with high accuracy. We describe our approach from an intuitive and formalized perspective, which we believe overcomes much of the complexity. In comparison to previous work, we believe ours is more compact and involves less rules and exceptions. We also provide the reader with a comparison of the respective impacts of the most essential rules on the logical form identification task of the 2004 Senseval 3 test set.