SYNTH is the first open-source synthetic corpus derived from 58,698 Wikipedia articles that collapses pre, mid, and post-training into a single training stage via structured amplification of curated encyclopedic seeds, and opens up possibilities for both generalist models with significantly increased data efficiency, a...
Pierre-Carl Langlais, Pieter Delobelle, Yannick Detrois et al.· 0 citations
BenCheck is proposed, a package for benchmark validity analysis that encapsulates the main checks performed in a case study on HellaSwag and can be used to audit commonsense reasoning benchmarks, including PIQA, Global PIQA, and Winogrande.
Pavel Chizhov, Anton Changalidis, Vishnu Prasad Vijaya Kumar et al.· 9 citations· ⚡2
This work examines how LLMs respond to user prompts expressing varying degrees of Dark Triad traits (Machiavellianism, Narcissism, and Psychopathy) using a curated dataset, revealing systematic differences across models.
Zeyi Lu, A. Henestrosa, Pavel Chizhov et al.· arXiv.org· 1 citation
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