PolyFact: Comparing Consistency-Driven Post-training Methods for Cross-Lingual Factual Recall

Jonathan von Rad, Louis Arts, George Burgess +6

Large language models (LLMs) trained predominantly on English data encode substantial world knowledge, yet often fail to express it reliably in other languages, a phenomenon known…