document-level extraction

A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026 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 Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025 Efficient Document-level Event Relation Extraction NAACL 2025 Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025 Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction COLING 2025 NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025 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 CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News COLING 2024 Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024 Document-level Clinical Entity and Relation extraction via Knowledge Base-Guided Generation ACL 2024 DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024 End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024 Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024 Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction NAACL 2024 LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024 PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024 Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024 ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024 An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL 2023 Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023 Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023 Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023