| Analyzing the Role of Semantic Representations in the Era of Large Language Models | May 2, 2024 | Abstract Meaning Representation | CodeCode Available | 1 |
| An AMR-based Link Prediction Approach for Document-level Event Argument Extraction | May 30, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 |
| AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model | May 26, 2023 | Abstract Meaning RepresentationEvent Argument Extraction | CodeCode Available | 1 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 |
| Neuro-symbolic Commonsense Social Reasoning | Mar 14, 2023 | Abstract Meaning RepresentationSentence | CodeCode Available | 1 |
| Cross-domain Generalization for AMR Parsing | Oct 22, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification | Sep 15, 2022 | Abstract Meaning RepresentationFake News Detection | CodeCode Available | 1 |
| Multi-Relational Graph Transformer for Automatic Short Answer Grading | Jul 1, 2022 | Abstract Meaning Representationautomatic short answer grading | CodeCode Available | 1 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 |
| AMR-DA: Data Augmentation by Abstract Meaning Representation | May 1, 2022 | Abstract Meaning RepresentationData Augmentation | CodeCode Available | 1 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 |
| ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs | Apr 19, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Graph Pre-training for AMR Parsing and Generation | Mar 15, 2022 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Ensembling Graph Predictions for AMR Parsing | Oct 18, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Hierarchical Curriculum Learning for AMR Parsing | Oct 15, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| End-to-End AMR Coreference Resolution | Aug 1, 2021 | Abstract Meaning Representationcoreference-resolution | CodeCode Available | 1 |
| Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments | Jun 10, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction | Jun 1, 2021 | Abstract Meaning RepresentationDecoder | CodeCode Available | 1 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 |
| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Building Korean Abstract Meaning Representation Corpus | Dec 1, 2020 | Abstract Meaning Representation | CodeCode Available | 1 |
| XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques | Nov 1, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | Oct 5, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Leveraging Semantic Parsing for Relation Linking over Knowledge Bases | Sep 16, 2020 | Abstract Meaning RepresentationQuestion Answering | CodeCode Available | 1 |
| Penman: An Open-Source Library and Tool for AMR Graphs | Jul 1, 2020 | Abstract Meaning Representation | CodeCode Available | 1 |
| AMR Similarity Metrics from Principles | Jan 29, 2020 | Abstract Meaning RepresentationComputational Efficiency | CodeCode Available | 1 |
| An Incremental Parser for Abstract Meaning Representation | Aug 22, 2016 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| Abstract Meaning Representation for Hospital Discharge Summarization | Jun 17, 2025 | Abstract Meaning RepresentationHallucination | CodeCode Available | 0 |
| When Does Meaning Backfire? Investigating the Role of AMRs in NLI | Jun 17, 2025 | Abstract Meaning RepresentationNatural Language Inference | —Unverified | 0 |
| Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based Encoding | May 13, 2025 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Survey of Abstract Meaning Representation: Then, Now, Future | May 6, 2025 | Abstract Meaning RepresentationSurvey | —Unverified | 0 |
| SR-LLM: Rethinking the Structured Representation in Large Language Model | Feb 20, 2025 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Generating Text from Uniform Meaning Representation | Feb 17, 2025 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 |
| SCOUT: A Situated and Multi-Modal Human-Robot Dialogue Corpus | Nov 19, 2024 | Abstract Meaning Representation | CodeCode Available | 0 |
| Neurosymbolic Graph Enrichment for Grounded World Models | Nov 19, 2024 | Abstract Meaning RepresentationImplicatures | —Unverified | 0 |
| Human-Robot Dialogue Annotation for Multi-Modal Common Ground | Nov 19, 2024 | Abstract Meaning Representation | CodeCode Available | 0 |
| AMREx: AMR for Explainable Fact Verification | Nov 2, 2024 | Abstract Meaning RepresentationClaim Verification | —Unverified | 0 |
| A graph-based approach to extracting narrative signals from public discourse | Nov 1, 2024 | Abstract Meaning RepresentationInformation Retrieval | CodeCode Available | 0 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | CodeCode Available | 0 |
| Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM | Jul 4, 2024 | Abstract Meaning RepresentationInstruction Following | CodeCode Available | 0 |
| More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play | Jun 7, 2024 | Abstract Meaning Representation | —Unverified | 0 |
| MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection | May 29, 2024 | Abstract Meaning RepresentationHallucination | —Unverified | 0 |
| Don't Forget to Connect! Improving RAG with Graph-based Reranking | May 28, 2024 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser | May 15, 2024 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation | May 6, 2024 | Abstract Meaning RepresentationOpen-Domain Question Answering | —Unverified | 0 |
| Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach | May 2, 2024 | Abstract Meaning RepresentationNatural Language Inference | —Unverified | 0 |
| Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity | Apr 2, 2024 | Abstract Meaning RepresentationFact Checking | CodeCode Available | 0 |
| Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation | Apr 1, 2024 | Abstract Meaning RepresentationDialogue Evaluation | CodeCode Available | 0 |
