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Methodology
← Representation
Knowledge & Reasoning
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Representation
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Knowledge Graphs
1534 directly classified papers
Papers per year
2002: 1
2006: 2
2007: 2
2008: 3
2009: 2
2010: 6
2011: 4
2012: 4
2013: 11
2014: 1
2016: 15
2017: 47
2018: 77
2019: 131
2020: 157
2021: 179
2022: 243
2023: 207
2024: 200
2025: 241
2026: 1
Papers
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment
ACL 2023
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
NIPS 2023
Knowledge Graph Embedding by Normalizing Flows
AAAI 2023
RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding
ACL 2023
Temporal Knowledge Graph Completion: A Survey
IJCAI 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks
ACL 2023
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees
NIPS 2023
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing
ACL 2023
SEAG: Structure-Aware Event Causality Generation
ACL 2023
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding
AISTATS 2023
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization
CVPR 2023
Incremental 3D Semantic Scene Graph Prediction From RGB Sequences
CVPR 2023
Task2KB: A Public Task-Oriented Knowledge Base
AAAI 2023
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
NIPS 2023
PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs
AAAI 2023
Subset verification and search algorithms for causal DAGs
AISTATS 2023
Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering
ACL 2023
Visual Traffic Knowledge Graph Generation from Scene Images
ICCV 2023
Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding
AAAI 2023
TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning
ACL 2023
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment
ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding
ACL 2023
IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings
AAAI 2023
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation
ACL 2023
Neural-Symbolic Models for Logical Queries on Knowledge Graphs
ICML 2022
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