abstract-meaning-representation

This paper introduces an evidence-driven framework for automatic hospital discharge summarization using Abstract Meaning Representation and semantic graphs, aiming to reduce hallucinations in LLMs and ensure traceability in clinical documentation.

Introduces ALEE, a framework that uses Abstract Meaning Representations to generate English minimal pairs with controlled semantic shifts and translates them for evaluating text embeddings across 275+ languages, revealing persistent gaps in cross-lingual semantic representation.