| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 | 5 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | Oct 5, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 | 5 |
| ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs | Apr 19, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Cross-domain Generalization for AMR Parsing | Oct 22, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction | Jun 1, 2021 | Abstract Meaning RepresentationDecoder | CodeCode Available | 1 | 5 |
| Multi-Relational Graph Transformer for Automatic Short Answer Grading | Jul 1, 2022 | Abstract Meaning Representationautomatic short answer grading | CodeCode Available | 1 | 5 |
| Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification | Sep 15, 2022 | Abstract Meaning RepresentationFake News Detection | CodeCode Available | 1 | 5 |
| End-to-End AMR Coreference Resolution | Aug 1, 2021 | Abstract Meaning Representationcoreference-resolution | CodeCode Available | 1 | 5 |
| Ensembling Graph Predictions for AMR Parsing | Oct 18, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Penman: An Open-Source Library and Tool for AMR Graphs | Jul 1, 2020 | Abstract Meaning Representation | CodeCode Available | 1 | 5 |
| An Incremental Parser for Abstract Meaning Representation | Aug 22, 2016 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| An AMR-based Link Prediction Approach for Document-level Event Argument Extraction | May 30, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Analyzing the Role of Semantic Representations in the Era of Large Language Models | May 2, 2024 | Abstract Meaning Representation | CodeCode Available | 1 | 5 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 | 5 |
| Leveraging Semantic Parsing for Relation Linking over Knowledge Bases | Sep 16, 2020 | Abstract Meaning RepresentationQuestion Answering | CodeCode Available | 1 | 5 |
| Neuro-symbolic Commonsense Social Reasoning | Mar 14, 2023 | Abstract Meaning RepresentationSentence | CodeCode Available | 1 | 5 |
| Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments | Jun 10, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques | Nov 1, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Graph Pre-training for AMR Parsing and Generation | Mar 15, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| AMR-DA: Data Augmentation by Abstract Meaning Representation | May 1, 2022 | Abstract Meaning RepresentationData Augmentation | CodeCode Available | 1 | 5 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 | 5 |
| AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model | May 26, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 | 5 |
| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Hierarchical Curriculum Learning for AMR Parsing | Oct 15, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Building Korean Abstract Meaning Representation Corpus | Dec 1, 2020 | Abstract Meaning Representation | CodeCode Available | 1 | 5 |
| AMR Similarity Metrics from Principles | Jan 29, 2020 | Abstract Meaning RepresentationComputational Efficiency | CodeCode Available | 1 | 5 |
| Human-Robot Dialogue Annotation for Multi-Modal Common Ground | Nov 19, 2024 | Abstract Meaning Representation | CodeCode Available | 0 | 5 |
| Guiding AMR Parsing with Reverse Graph Linearization | Oct 13, 2023 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation | Aug 28, 2018 | Abstractive Text SummarizationAbstract Meaning Representation | CodeCode Available | 0 | 5 |
| Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers | Jul 1, 2022 | Abstract Meaning RepresentationDecoder | CodeCode Available | 0 | 5 |
| AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite | Dec 6, 2023 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| A Continuation Semantics for Abstract Meaning Representation | Dec 1, 2020 | Abstract Meaning RepresentationForm | CodeCode Available | 0 | 5 |
| Generating Text from Uniform Meaning Representation | Feb 17, 2025 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 | 5 |
| Automatic Enrichment of Abstract Meaning Representations | Jun 1, 2022 | Abstract Meaning RepresentationArticles | CodeCode Available | 0 | 5 |
| Exploiting Reasoning Chains for Multi-hop Science Question Answering | Sep 7, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 0 | 5 |
| Graph Transformer for Graph-to-Sequence Learning | Nov 18, 2019 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 | 5 |
| Incorporating Graph Information in Transformer-based AMR Parsing | Jun 23, 2023 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| Enhancing AMR-to-Text Generation with Dual Graph Representations | Sep 1, 2019 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 | 5 |
| A Transition-based Algorithm for AMR Parsing | May 1, 2015 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| Cross-lingual AMR Aligner: Paying Attention to Cross-Attention | Jun 15, 2022 | Abstract Meaning RepresentationSemantic Parsing | CodeCode Available | 0 | 5 |
| Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks | Jul 1, 2017 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| A Structured Syntax-Semantics Interface for English-AMR Alignment | Jun 1, 2018 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations | Mar 18, 2022 | Abstract Meaning RepresentationCoherence Evaluation | CodeCode Available | 0 | 5 |
| Effect of Source Language on AMR Structure | Jun 1, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 | 5 |
| Accounting for Language Effect in the Evaluation of Cross-lingual AMR Parsers | Oct 1, 2022 | Abstract Meaning RepresentationSentence | CodeCode Available | 0 | 5 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | CodeCode Available | 0 | 5 |
| Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation | Nov 1, 2021 | Abstract Meaning Representation | CodeCode Available | 0 | 5 |
