As a pioneer in computational linguistics, working in the earliest days of language processing by computer, Margaret Masterman believed that meaning, not grammar, was the key to understanding languages, and that machines could determine the meaning of sentences. This volume brings together Masterman's groundbreaking papers for the first time, demonstrating the importance of her work in the philosophy of science and the nature of iconic languages. This book will be of key interest to students of computational linguistics and artificial intelligence.