Formal Analysis for Natural Language Processing: A Handbook (Paperback, 2023)

Preface.- Chapter 1.?Past and Present of Natural Language Processing.- Chapter 2. Pioneers in Study of Language Computing.- Chapter 3.Formal Models Based on Phrase Structure Grammar .- Chapter 4.The Formal Model Based on Unification.- Chapter 5.Formal Models Based on Dependency and Valence.- Chapter 6.Formal models based on lexicalism .- Chapter 7. Formal Models of Automatic Semantic Processing.- Chapter 8. Formal Models of Automatic Situation and Pragmatic Processing.- Chapter 9. Formal Models of Discourse Analysis .- Chapter 10.Formal Models of Probabilistic Grammar.- Chapter 11. Formal Models Based on Neural Networks and Deep learning.- Chapter 12. Knowledge Graphs .- Conclusion.