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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

Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data ACL 2023
Weakly-Supervised Questions for Zero-Shot Relation Extraction EACL 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training EACL 2023
Guideline Learning for In-Context Information Extraction EMNLP 2023
Bootstrapping Neural Relation and Explanation Classifiers ACL 2023
How Fragile is Relation Extraction under Entity Replacements? CONLL 2023
Generating Commonsense Counterfactuals for Stable Relation Extraction EMNLP 2023
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023
KEPL: Knowledge Enhanced Prompt Learning for Chinese Hypernym-Hyponym Extraction EMNLP 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models AACL 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023
Abstractive Open Information Extraction EMNLP 2023
Building a Corpus for Biomedical Relation Extraction of Species Mentions ACL 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers ACL 2023
HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023
HistRED: A Historical Document-Level Relation Extraction Dataset ACL 2023
A Spectral Viewpoint on Continual Relation Extraction EMNLP 2023
Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications ACL 2023
Linguistic representations for fewer-shot relation extraction across domains ACL 2023
GeoLayoutLM: Geometric Pre-Training for Visual Information Extraction CVPR 2023
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023