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Binder is a training-free neural-symbolic framework that maps the task input to a program, which
- Allows binding a unified API of language model(LM) functionalities to a programming language.
- Adopts Codex as both the program parser and the underlying LM of API calls.
- Requires only a dozen of in-context exemplar annotations.