The `Vocabulary` class in Python's `allennlp.data` module is responsible for maintaining the vocabulary of a dataset and providing methods to interact with it. It acts as a mapping between tokens and their corresponding integer IDs, enabling efficient storage and retrieval of token information during natural language processing tasks. This class also contains methods to easily add tokens to the vocabulary and convert between token IDs and their human-readable forms. By encapsulating vocabulary-related functionality, the `Vocabulary` class simplifies the development of language models and provides a convenient interface to work with tokenized data.
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