Investigating llms as voting assistants via contextual augmentation: A case study on the european parliament elections 2024

I Chalkidis - arXiv preprint arXiv:2407.08495, 2024 - arxiv.org
In light of the recent 2024 European Parliament elections, we are investigating if LLMs can
be used as Voting Advice Applications (VAAs). We audit MISTRAL and MIXTRAL models …

How Do Multilingual Models Remember? Investigating Multilingual Factual Recall Mechanisms

C Fierro, N Foroutan, D Elliott, A Søgaard - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) store and retrieve vast amounts of factual knowledge
acquired during pre-training. Prior research has localized and identified mechanisms behind …

GPTKB: Building Very Large Knowledge Bases from Language Models

Y Hu, S Ghosh, TP Nguyen, S Razniewski - arXiv preprint arXiv …, 2024 - arxiv.org
General-domain knowledge bases (KB), in particular the" big three"--Wikidata, Yago and
DBpedia--are the backbone of many intelligent applications. While these three have seen …