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relation extraction

915 papers

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Also known as

MRE REE DOCRE OPENRE RE ERE DS-RE LRE NRE

Co-occurring keywords

named entity recognition (2801) information extraction (1071) distant supervision (314) knowledge graph (1795) entity extraction (257) large language model (12755) neural network (6616) few-shot learning (3390) knowledge base (801) zero-shot learning (3637)

Papers

NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
The contribution of LLMs to relation extraction in the economic field COLING 2025
SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction IJCAI 2025
The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications EMNLP 2025
SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction COLING 2025
Dependency Parsing-Based Syntactic Enhancement of Relation Extraction in Scientific Texts EMNLP 2025
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025
Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025
Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025
Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025
Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction COLING 2024
Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024
Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024