relation extraction

Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024 Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language COLING 2024 Improving Continual Few-shot Relation Extraction through Relational Knowledge Distillation and Prototype Augmentation COLING 2024 Investigating the Impact of Different Graph Representations for Relation Extraction with Graph Neural Networks COLING 2024 ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction NAACL 2024 Learning Pattern-Based Extractors from Natural Language and Knowledge Graphs: Applying Large Language Models to Wikipedia and Linked Open Data AAAI 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 MaintIE: A Fine-Grained Annotation Schema and Benchmark for Information Extraction from Maintenance Short Texts COLING 2024 Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024 Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024 Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024 Media Framing through the Lens of Event-Centric Narratives EMNLP 2024 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024 MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction ACL 2024 MixRED: A Mix-lingual Relation Extraction Dataset COLING 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 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 Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024 Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials COLING 2024 POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature NAACL 2024 PolyNERE: A Novel Ontology and Corpus for Named Entity Recognition and Relation Extraction in Polymer Science Domain COLING 2024