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relation extraction

915 papers

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Also known as

REE RE

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

C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024
MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus NAACL 2024
Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs EACL 2024
DMON: A Simple Yet Effective Approach for Argument Structure Learning COLING 2024
CHisIEC: An Information Extraction Corpus for Ancient Chinese History COLING 2024
CARE: Co-Attention Network for Joint Entity and Relation Extraction COLING 2024
Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
LLM as a metric critic for low resource relation identification EMNLP 2024
Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction ACL 2024
MixRED: A Mix-lingual Relation Extraction Dataset COLING 2024
Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024
Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials COLING 2024
Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024
MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction ACL 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024
READ: Improving Relation Extraction from an ADversarial Perspective NAACL 2024
LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction NAACL 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024
Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024
CARE: Extracting Experimental Findings From Clinical Literature NAACL 2024