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cs.AI2024
Chasing Random: Instruction Selection Strategies Fail to Generalize
Harshita Diddee, Daphne Ippolito
Prior work has shown that language models can be tuned to follow user instructions using only a small set of high-quality instructions. This has accelerated the development of meth…
cs.CL2024
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning
Xinyue Liu, Harshita Diddee, Daphne Ippolito
One-size-fits-all large language models (LLMs) are increasingly being used to help people with their writing. However, the style these models are trained to write in may not suit a…