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04/03/2023
Measuring and Manipulating Knowledge Representations in Language Models
Neural language models (LMs) represent facts about the world described b...
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09/16/2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
In a real-world dialogue system, generated responses must satisfy severa...
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05/23/2022
Tracing Knowledge in Language Models Back to the Training Data
Neural language models (LMs) have been shown to memorize a great deal of...
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04/17/2021
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales
The past decade has witnessed a groundbreaking rise of machine learning ...
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04/02/2019
Pragmatically Informative Text Generation
We improve the informativeness of models for conditional text generation...
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06/07/2018
