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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

Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024
Chaining Event Spans for Temporal Relation Grounding EACL 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ACL 2024
C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024
ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024
Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024
Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials COLING 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024
AliGATr: Graph-based layout generation for form understanding EMNLP 2024
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024
STable: Table Generation Framework for Encoder-Decoder Models EACL 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
MixRED: A Mix-lingual Relation Extraction Dataset COLING 2024
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities EACL 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
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 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
Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024
MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction ACL 2024
Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction ACL 2024