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Lack of Introspection: Unless specifically instrumented, transformer-based LLMs have no ability to explicitly access their own internal states—the activations in their feed-forward layers, attention ...

Specifically, our network includes an encoder stage for extracting features from input ... purification of informative features through sufficient feature learning; and a decoder stage for effective ...