The document explains constructors in Java, defining them as methods called during object creation, with default and parameterized options for initializing instance variables. It discusses method overloading, where multiple methods share the same name but differ in parameter types or counts, facilitating features like dynamic polymorphism. Additionally, it clarifies that Java uses pass-by-value for parameter passing, and provides code examples illustrating constructor usage and method overloading.