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document-level extraction

66 papers

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Co-occurring keywords

relation extraction (915) event argument extraction (83) information extraction (1071) event extraction (389) document-level relation extraction (86) named entity recognition (2801) graph neural network (3945) argument extraction (72) knowledge graph (1795) relation classification (179)

Papers

MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction EACL 2026
A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026
Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025
NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025
Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025
Efficient Document-level Event Relation Extraction NAACL 2025
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction COLING 2025
End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024
Document-level Clinical Entity and Relation extraction via Knowledge Base-Guided Generation ACL 2024
Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction NAACL 2024
Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024
Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024
CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News COLING 2024
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
On Event Individuation for Document-Level Information Extraction EMNLP 2023
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance ACL 2023