Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model (SERAC)

2 Posts

Illustration of a person shoveling snow with the help of a flamethrower

Language Models, Extended: Large language models grew more reliable and less biased in 2022.

Researchers pushed the boundaries of language models to address persistent problems of trustworthiness, bias, and updatability.

Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model (SERAC)

Update Any Language Model: New Method to Update Pretrained Language Models

The ability to update language models is essential to incorporate new information and correct undesirable behaviors. Previous methods are unwieldy and often fail as the amount of new data increases. New work offers a workaround.

Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model (SERAC)

Language Models, Extended: Large language models grew more reliable and less biased in 2022.

Update Any Language Model: New Method to Update Pretrained Language Models

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