(2nd Edition, 1995), remains a foundational resource for transitioning from simple text processing to deep computational models of language. It focuses on the bridge between human communication and machine reasoning by exploring syntactic, semantic, and pragmatic analysis. Resource Links

"She's misinterpreting the coreference," whispered Maria, the discourse specialist. "She thinks the demonstrators are afraid of violence, not the councilors."

James Allen's remains a foundational text in the field of artificial intelligence and computational linguistics. First published in 1987 and significantly revised in its second edition (1995), the book provides a rigorous introduction to the theories and techniques used to enable computers to comprehend human language. Key Concepts and Content

For a high-level overview of the concepts discussed in the book, refer to PhilPapers .

While you can view the full metadata and purchase options on Google Books

James Allen’s work is characterized by its systematic approach to the "levels of analysis" required for a computer to truly "understand" language.