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cs.CL2025
Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting
Yufei Li, John Nham, Ganesh Jawahar +7
Generic text rewriting is a prevalent large language model (LLM) application that covers diverse real-world tasks, such as style transfer, fact correction, and email editing. These…
cs.CL2024
Reconsidering Sentence-Level Sign Language Translation
Garrett Tanzer, Maximus Shengelia, Ken Harrenstien +1
Historically, sign language machine translation has been posed as a sentence-level task: datasets consisting of continuous narratives are chopped up and presented to the model as i…
cs.CL2023
Memory Augmented Language Models through Mixture of Word Experts
Cicero Nogueira dos Santos, James Lee-Thorp, Isaac Noble +2
Scaling up the number of parameters of language models has proven to be an effective approach to improve performance. For dense models, increasing model size proportionally increas…