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nlp:abstract_meaning_representation [2024/08/21 22:19] – [Introductions and Overviews] jmflanignlp:abstract_meaning_representation [2025/10/17 21:56] (current) – [Evaluation] jmflanig
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   * Generation   * Generation
     * [[https://arxiv.org/pdf/2206.07328.pdf|Hao et al 2022 - A Survey : Neural Networks for AMR-to-Text]]     * [[https://arxiv.org/pdf/2206.07328.pdf|Hao et al 2022 - A Survey : Neural Networks for AMR-to-Text]]
 +  * **Applications**
 +    * [[https://aclanthology.org/2024.emnlp-main.390.pdf|Wein & Opizt - A Survey of AMR Applications]]
  
 ===== Papers ===== ===== Papers =====
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     * [[https://aclanthology.org/2020.findings-emnlp.89.pdf|Astudillo et al 2020 - Transition-based Parsing with Stack-Transformers]]     * [[https://aclanthology.org/2020.findings-emnlp.89.pdf|Astudillo et al 2020 - Transition-based Parsing with Stack-Transformers]]
     * [[https://aclanthology.org/2021.naacl-main.443.pdf|Zhou et al 2021 - AMR Parsing with Action-Pointer Transformer]]     * [[https://aclanthology.org/2021.naacl-main.443.pdf|Zhou et al 2021 - AMR Parsing with Action-Pointer Transformer]]
 +    * [[https://aclanthology.org/2022.naacl-main.80.pdf|Drozdov et al 2022 - Inducing and Using Alignments for Transition-based AMR Parsing]]
   * Grammar-based   * Grammar-based
     * [[https://www.aclweb.org/anthology/D15-1198.pdf|Artzi et al 2015 - Broad-coverage CCG Semantic Parsing with AMR]]     * [[https://www.aclweb.org/anthology/D15-1198.pdf|Artzi et al 2015 - Broad-coverage CCG Semantic Parsing with AMR]]
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 ==== Evaluation ==== ==== Evaluation ====
   * Parsing   * Parsing
 +    * Fine-grained evaluation: [[https://arxiv.org/pdf/1608.06111|Damonte et al 2016 - An Incremental Parser for Abstract Meaning Representation]] (see section 5)
     * [[https://arxiv.org/pdf/1905.10726.pdf|Song & Gildea 2019 - SemBleu: A Robust Metric for AMR Parsing Evaluation]] ([[https://github.com/freesunshine0316/sembleu|github]])     * [[https://arxiv.org/pdf/1905.10726.pdf|Song & Gildea 2019 - SemBleu: A Robust Metric for AMR Parsing Evaluation]] ([[https://github.com/freesunshine0316/sembleu|github]])
 +    * [[https://arxiv.org/pdf/2210.06461|Opitz & Frank 2022 - Better Smatch = Better Parser? AMR evaluation is not so simple anymore]]
 +    * [[https://arxiv.org/pdf/2305.06993|Opitz 2023 - SMATCH++: Standardized and Extended Evaluation of Semantic Graphs]] [[https://github.com/flipz357/smatchpp|github]]
   * Generation   * Generation
     * [[https://arxiv.org/pdf/2008.08896.pdf|Opitz & Frank 2020 - Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR]]     * [[https://arxiv.org/pdf/2008.08896.pdf|Opitz & Frank 2020 - Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR]]
nlp/abstract_meaning_representation.1724278767.txt.gz · Last modified: 2024/08/21 22:19 by jmflanig
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