Reproduce “No Step at the Window Edge: Confusable Fake Facts in Matched Sliding-Window Hybrids” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Hanyu Yang
The authors test whether a look-alike false fact becomes more influential when it enters the local window of hybrid language models. They place true and fake key–number facts in 1,024-token prompts and move the fake fact across a 128-token window. In the pre-registered comparison, SWA-128 shows no predicted capture effect; this result does not establish behavior beyond the tested setup.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.