作者位次 #2/4ICML 2026Poster· Deep Learning / Large Language Models
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations
Ernests Lavrinovics · Russa Biswas · Katja Hose · Johannes Bjerva
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Ernests Lavrinovics · Russa Biswas · Katja Hose · Johannes Bjerva
Mike Zhang · Johannes Bjerva · Russa Biswas
We introduce fs1, a simple yet effective method that improves the factuality of reasoning traces by sourcing them from large reasoning models and grounding them by conditioning on knowledge graph (KG) paths. We fine-tune eight instruction-tuned Large Language Models (LLMs) on 3.9K factually groun...