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Abstract Meaning Representation

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TitleStatusHype
When Does Meaning Backfire? Investigating the Role of AMRs in NLI—0
Abstract Meaning Representation for Hospital Discharge SummarizationCode0
Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based EncodingCode0
Survey of Abstract Meaning Representation: Then, Now, Future—0
SR-LLM: Rethinking the Structured Representation in Large Language Model—0
Generating Text from Uniform Meaning RepresentationCode0
Human-Robot Dialogue Annotation for Multi-Modal Common GroundCode0
SCOUT: A Situated and Multi-Modal Human-Robot Dialogue CorpusCode0
Neurosymbolic Graph Enrichment for Grounded World Models—0
AMREx: AMR for Explainable Fact Verification—0
A graph-based approach to extracting narrative signals from public discourseCode0
FLAG: Financial Long Document Classification via AMR-based GNNCode0
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLMCode0
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play—0
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection—0
Don't Forget to Connect! Improving RAG with Graph-based Reranking—0
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser—0
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation—0
Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach—0
Analyzing the Role of Semantic Representations in the Era of Large Language ModelsCode1
Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic SimilarityCode0
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue EvaluationCode0
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation—0
X-AMR Annotation ToolCode0
Tracing the Genealogies of Ideas with Large Language Model Embeddings—0
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation SuiteCode0
CAMRA: Copilot for AMR Annotation—0
"You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation—0
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU TasksCode0
Guiding AMR Parsing with Reverse Graph LinearizationCode0
Not Enough Labeled Data? Just Add Semantics: A Data-Efficient Method for Inferring Online Health Texts—0
Widely Interpretable Semantic Representation: Frameless Meaning Representation for Broader Applicability—0
Towards Controllable Natural Language Inference through Lexical Inference Types—0
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction—0
Incorporating Graph Information in Transformer-based AMR ParsingCode0
An AMR-based Link Prediction Approach for Document-level Event Argument ExtractionCode1
Exploiting Abstract Meaning Representation for Open-Domain Question AnsweringCode1
Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing—0
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationCode0
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction ModelCode1
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical ReasoningCode1
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models—0
Lost in Translationese? Reducing Translation Effect Using Abstract Meaning RepresentationCode0
Interpretable Detection of Out-of-Context Misinformation with Neural-Symbolic-Enhanced Large Multimodal Model—0
Neuro-symbolic Commonsense Social ReasoningCode1
Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters—0
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation—0
Visual Semantic Parsing: From Images to Abstract Meaning Representation—0
Cross-domain Generalization for AMR ParsingCode1
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning RepresentationCode0
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