Search Results for author: Haikang Deng

Found 2 papers, 2 papers with code

Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model

1 code implementation14 Oct 2023 Haikang Deng, Colin Raffel

While large language models have proven effective in a huge range of downstream applications, they often generate text that is problematic or lacks a desired attribute.

Attribute Language Modelling +1

Large Language Models Struggle to Learn Long-Tail Knowledge

1 code implementation15 Nov 2022 Nikhil Kandpal, Haikang Deng, Adam Roberts, Eric Wallace, Colin Raffel

The Internet contains a wealth of knowledge -- from the birthdays of historical figures to tutorials on how to code -- all of which may be learned by language models.

Entity Linking Question Answering +2

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