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AMR Graph Similarity

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Papers

Anchor and Broadcast: An Efficient Concept Alignment Approach for Evaluation of Semantic Graphs

2024-05-20 · Joint International Conference on Computational Linguistics, Language Resources and Evaluation 2024 5 · Haibo Sun, Nianwen Xue

In this paper, we present AnCast, an intuitive and efficient tool for evaluating graph-based meaning representations (MR). AnCast implements evaluation metrics that are well understood in the NLP community, and they incl…

AMR Graph SimilarityConcept AlignmentRelation

Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity.

2022-01-04 · Transactions of the Association for Computational Linguistics 2022 1 · Juri Opitz, Angel Daza, and Anette Frank.

Several metrics have been proposed for assessing the similarity of (abstract) meaning representations (AMRs), but little is known about how they relate to human similarity ratings. Moreover, the current metrics have comp…

AMR Graph SimilarityGraph SimilaritySentenceSentence Similarity

Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity

2021-08-26 · Juri Opitz, Angel Daza, Anette Frank

Several metrics have been proposed for assessing the similarity of (abstract) meaning representations (AMRs), but little is known about how they relate to human similarity ratings. Moreover, the current metrics have comp…

AMR Graph SimilarityGraph MatchingGraph SimilaritySentence+1