38 citations · 73 across the 9 of their papers we have counts for
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cs.CL2023
Skill over Scale: The Case for Medium, Domain-Specific Models for SE
Manisha Mukherjee, Vincent J. Hellendoorn
Recent advancements in AI have sparked a trend in constructing large, generalist language models that handle a multitude of tasks, including many code-related ones. While these mod…
cs.CL2022★ 8 cited
DiffusER: Discrete Diffusion via Edit-based Reconstruction
Machel Reid, Vincent J. Hellendoorn, Graham Neubig
In text generation, models that generate text from scratch one token at a time are currently the dominant paradigm. Despite being performant, these models lack the ability to revis…