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Knowledge Representation

379 directly classified papers

Papers per year

Papers

Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021

TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021

Knowledge Base Completion Meets Transfer Learning EMNLP 2021

DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021

Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP 2021

KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021

Learning with Holographic Reduced Representations NIPS 2021

Neural Production Systems NIPS 2021

Epistemic Integrity Constraints for Ontology-Based Data Management AAAI 2020

Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ACL 2020

Language-aware Interlingua for Multilingual Neural Machine Translation ACL 2020

Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ACL 2020

NeuInfer: Knowledge Inference on N-ary Facts ACL 2020

Parsing into Variable-in-situ Logico-Semantic Graphs ACL 2020

Penman: An Open-Source Library and Tool for AMR Graphs ACL 2020

Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL 2020

BoxE: A Box Embedding Model for Knowledge Base Completion NIPS 2020

Query Answering with Guarded Existential Rules under Stable Model Semantics AAAI 2020

Query Rewriting for Ontology-Mediated Conditional Answers AAAI 2020

A Complete Characterization of Projectivity for Statistical Relational Models IJCAI 2020

Lower Bounds for Approximate Knowledge Compilation IJCAI 2020

Belief Merging Operators as Maximum Likelihood Estimators IJCAI 2020

E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020

Interpreting Open-Domain Modifiers: Decomposition of Wikipedia Categories into Disambiguated Property-Value Pairs EMNLP 2020