Max Le

@maxle1828

Max Le
@maxle1828
Oct 5
How do you watermark AI text when there's barely any randomness? 🤔 It is unclear how to effectively watermark low-entropy text— until now. Meet SeqMark at #COLM2026: a watermarking algorithm for constrained generation Paper:
arxiv.org
Semantic Differentiation for Tackling Challenges in Watermarking...
We demonstrate that while the current approaches for language model watermarking are effective for open-ended generation, they are inadequate at watermarking LM outputs for constrained generation...
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Max Le
@maxle1828
Oct 10, 2022
Having trouble selecting the best prompt for in-context learning? Why not ensemble hundreds of prompts? Check out our #EMNLP2022 Findings paper Few-shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts (arxiv.org/abs/2210.03690). [1/5]
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