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

Prompt Tuning for Few-shot Relation Extraction via Modeling Global and Local Graphs COLING 2024

Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024

GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models NAACL 2024

RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ACL 2024

A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024

Tiny But Mighty: A Crowdsourced Benchmark Dataset for Triple Extraction from Unstructured Text COLING 2024

Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024

Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024

A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024

Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024

End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 2024

Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024

CARE: Co-Attention Network for Joint Entity and Relation Extraction COLING 2024

Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials COLING 2024

SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024

Document-level Clinical Entity and Relation extraction via Knowledge Base-Guided Generation ACL 2024

CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction COLING 2024

Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024

STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models AAAI 2024

Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024

Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023

Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023

Open Set Relation Extraction via Unknown-Aware Training ACL 2023

Schema-adaptable Knowledge Graph Construction EMNLP 2023