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Joint Entity and Relation Extraction

Joint Entity and Relation Extraction is the task of extracting entity mentions and semantic relations between entities from unstructured text with a single model.

Papers

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Showing 1–50 of 87 papers

TitleStatusHype
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation ExtractionCode2
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation ExtractionCode2
A General Framework for Information Extraction using Dynamic Span GraphsCode1
OpenUE: An Open Toolkit of Universal Extraction from TextCode1
A Frustratingly Easy Approach for Entity and Relation ExtractionCode1
An End-to-end Model for Entity-level Relation Extraction using Multi-instance LearningCode1
A Partition Filter Network for Joint Entity and Relation ExtractionCode1
A Relation-Specific Attention Network for Joint Entity and Relation ExtractionCode1
A sequence-to-sequence approach for document-level relation extractionCode1
A Trigger-Sense Memory Flow Framework for Joint Entity and Relation ExtractionCode1
CoType: Joint Extraction of Typed Entities and Relations with Knowledge BasesCode1
Deeper Task-Specificity Improves Joint Entity and Relation ExtractionCode1
Deep Neural Networks for Relation ExtractionCode1
DeepStruct: Pretraining of Language Models for Structure PredictionCode1
DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction DatasetCode1
A Cascade Dual-Decoder Model for Joint Entity and Relation ExtractionCode1
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation ExtractionCode1
EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation ExtractionCode1
Entity, Relation, and Event Extraction with Contextualized Span RepresentationsCode1
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based ResultsCode1
HySPA: Hybrid Span Generation for Scalable Text-to-Graph ExtractionCode1
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference ResolutionCode1
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective InferenceCode1
Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural NetworksCode1
Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity TypesCode1
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural NetworksCode1
Joint Entity and Relation Extraction with Set Prediction NetworksCode1
Knowledge Graph Generation From TextCode1
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial DocumentsCode1
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation ExtractionCode1
Multilingual Entity and Relation Extraction Dataset and ModelCode1
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionCode1
Packed Levitated Marker for Entity and Relation ExtractionCode1
REBEL: Relation Extraction By End-to-end Language generationCode1
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language ModelsCode1
Representation Iterative Fusion based on Heterogeneous Graph Neural Network for Joint Entity and Relation ExtractionCode1
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity LinkingCode1
Structured Prediction as Translation between Augmented Natural LanguagesCode1
TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and RelationsCode1
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersCode1
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify EntitiesCode0
Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representationsCode0
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation ExtractionCode0
Similarity-based Memory Enhanced Joint Entity and Relation ExtractionCode0
CARE: Co-Attention Network for Joint Entity and Relation ExtractionCode0
EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple ExtractionCode0
End-to-End Temporal Relation Extraction in the Clinical DomainCode0
GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation ExtractionCode0
Span-based Joint Entity and Relation Extraction with Transformer Pre-trainingCode0
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify EntitiesCode0
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