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Relation Extraction

207 directly classified papers

Papers per year

Papers

Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020
Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020
Denoising Relation Extraction from Document-level Distant Supervision EMNLP 2020
OpenUE: An Open Toolkit of Universal Extraction from Text EMNLP 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020
The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020
Extracting Relations between Radiotherapy Treatment Details EMNLP 2020
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification EMNLP 2020
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning AAAI 2020
Integrating Deep Learning with Logic Fusion for Information Extraction AAAI 2020
Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph AAAI 2020
Are Noisy Sentences Useless for Distant Supervised Relation Extraction? AAAI 2020
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction AAAI 2020
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020
Global Locality in Biomedical Relation and Event Extraction ACL 2020
Relation Extraction Exploiting Full Dependency Forests AAAI 2020
Neural Snowball for Few-Shot Relation Learning AAAI 2020
Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract) AAAI 2020
Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract) AAAI 2020
SUPP.AI: finding evidence for supplement-drug interactions ACL 2020
pyBART: Evidence-based Syntactic Transformations for IE ACL 2020
Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020