This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/22904616. Does the introduction explain the objective of the research presented in the preprint? Yes It clearly explains the objective. The introduction states plainly th...
Mayur Jain· Zenodo (CERN European Organi...· 0 citations
This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/22904616. Does the introduction explain the objective of the research presented in the preprint? Yes It clearly explains the objective. The introduction states plainly th...
Mayur Jain· Zenodo (CERN European Organi...· 0 citations
First release of WoT Lab, a Bun/TypeScript framework for prototyping virtual W3C Web of Things devices and running reproducible benchmark scenarios against them. Thing Models A Thing is built from a directory: a Thing Description ( .td.json) and an initial state (state.json). Behaviour is optional and comes from either...
Thomas Wehr, se-schmid· Zenodo (CERN European Organi...· 0 citations
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Fixed Model.jacobian (used by information, design and fit) took its finite-difference step as 1e-6 * max(|theta|, 1e-3). For a parameter smaller than 1e-3 in its own units the step, 1e-9, was too coarse; for a time constant of 1e-9 s it was the size of the parameter itself. The planned error bars then depended on the u...
Tanvir M. Mahim· Zenodo (CERN European Organi...· 0 citations
Let b(n) be a strictly increasing sequence of positive integers satisfyinglim_{n→∞} b(n+1)/b(n) = 1. Define a recurrence by taking a_n to be the element of b nearest to a_{n-1} + a_{n-2}, with ties broken by taking the smaller element. We prove that for any initial values a_1, a_2 in b, lim_{n→∞} a_n / a_{n-1} = φ := (...
Yixiang Wang· Zenodo (CERN European Organi...· 0 citations
Companion to the paper Immaterial Apart, Material Together: Statement-Level Disclosure Regulation under Cheap Machine Aggregation by Lisha Ai and Xiaoyu Chen. Chinese listed firms answer thousands of small investor questions on the exchanges' interaction platforms; each answer passes review on its own. A language model...
Lisha Ai, Xiaoyu Chen· Zenodo (CERN European Organi...· 0 citations
ClusterFewshot is proposed, a strategy that combines semantic structuring with utility-aware scoring to construct representative and effective few-shot demonstration sets and substantially reduces optimization cost across multiple benchmarks.
This work identifies a systematic upstream/downstream structure in dLLM rollouts and proposes Informed Masking (IM), which derives a per-token priority score from the denoising trajectory at zero extra inference cost and biases mask sampling toward downstream tokens.
Xiao-Yi Yu, E. Sangineto, Pei Fu et al.· 0 citations
We study what LLMs do when a user applies pressure in an uncomfortable situation: a user insists, begs, flatters or grieves, and the model gives up a correct fact, writes a document it should refuse, or cheers a plan that will cost the user money. We send frozen multi-turn scenes, identical for every model regardless o...
Face/Off is introduced, a semantics-preserving identifier-renaming framework, and progressive naming conditions across multiple models and code-comprehension tasks are evaluated, revealing a systematic vulnerability in how current LLMs balance lexical cues against program structure.
Xin-Peng Shen, San-Zhuo Xi, Ya-Li Du et al.· 0 citations
EquivSVA, a formally verified dataset organized around behavior families, illustrates how behavior-family organization can support controlled stud- ies of assertion-generation robustness without requiring changes in intended functionality.
