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Information Extraction

3,266 papers

Papers per year

323
490
'20
'25

Papers

The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020
Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020
Event Extraction as Multi-turn Question Answering EMNLP 2020
Scene Graph Modification Based on Natural Language Commands EMNLP 2020
Multiˆ2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT EMNLP 2020
High-order Semantic Role Labeling EMNLP 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion EMNLP 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining EMNLP 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries EMNLP 2020
SynET: Synonym Expansion using Transitivity EMNLP 2020
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020
Service-oriented Text-to-SQL Parsing EMNLP 2020
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020
Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation EMNLP 2020
Event-Driven Learning of Systematic Behaviours in Stock Markets EMNLP 2020
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification EMNLP 2020
Resource-Enhanced Neural Model for Event Argument Extraction EMNLP 2020
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020
Global Bootstrapping Neural Network for Entity Set Expansion EMNLP 2020
Weakly- and Semi-supervised Evidence Extraction EMNLP 2020
An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events EMNLP 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020