33 citations · 88 across the 25 of their papers we have counts for
5 papers · 1 filter
Fantastic Metrics and How to Find Them: Meta-Evaluating Metrics for Multi-lingual Style-Personalized Generation
Anubhav Jangra, Adrian de Wynter
Meta-evaluation of text generation metrics and LLM-judges is primarily conducted using metric-human correlations. However, prior work has shown that correlation is not an appropria…
What Was Said, Not What Was 'Thought': Type-6 Logic for CoT Verification
Adrian de Wynter
We introduce Type-6 logic, a variant of dynamic epistemic logic augmented with two operators (uncertainty and recurrence), designed to model the inferential dynamics of contemporar…
If LLMs Have Human-Like Attributes, Then So Does Age of Empires II
Adrian de Wynter
Much research has been carried out on large language models (LLMs) and LLM-powered agentic workflows. However, many works within the field state emergence of, ascribe to, or assume…
Foundation-Preserving Optimization in Generalized Eigenspace
Dongjun Kim, Adrian de Wynter, Huancheng Chen +2
While finetuning effectively adapts foundation models to specialized downstream tasks, it can degrade nontarget capabilities acquired during pretraining. Existing forgetting aware…
The Hrunting of AI: Where and How to Improve English Dialectal Fairness
Wei Li, Adrian de Wynter
It is known that large language models (LLMs) underperform in English dialects, and that improving them is difficult due to data scarcity. In this work we investigate how quality a…