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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion ACL 2022
Toward Knowledge-Enriched Conversational Recommendation Systems ACL 2022
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph COLING 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
Open Relation Modeling: Learning to Define Relations between Entities ACL 2022
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022
Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022
Deep Reinforcement Learning for Entity Alignment ACL 2022
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022
Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ACL 2022
Identifying relevant common sense information in knowledge graphs ACL 2022
Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System ACL 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022
Efficient and Robust Knowledge Graph Construction IJCNLP 2022
Food Knowledge Representation Learning with Adversarial Substitution IJCNLP 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs IJCNLP 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey IJCNLP 2022