Simple finetuning of LLaMA 3.2 reaches SMATCH F1 0.804 on the AMR 3.0 test set, matching the APT+Silver parser and coming within 0.05 of the Graphene state of the art.
Maximum B ayes S match ensemble distillation for AMR parsing
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Evaluation of Finetuned LLMs in AMR Parsing
Simple finetuning of LLaMA 3.2 reaches SMATCH F1 0.804 on the AMR 3.0 test set, matching the APT+Silver parser and coming within 0.05 of the Graphene state of the art.