Representation
2,100 papers (7 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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3
8
8
7
13
4
2
19
68
107
164
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315
411
33
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Papers (including subtopics)
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs
AAAI 2024
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
AAAI 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
ICML 2024
Knowledge-Aware Explainable Reciprocal Recommendation
AAAI 2024
Knowledge-Aware Neuron Interpretation for Scene Classification
AAAI 2024
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
ICML 2024
Knowledge-based Consistency Testing of Large Language Models
EMNLP 2024
Knowledge-Driven Cross-Document Relation Extraction
ACL 2024
Knowledge-Enhanced Historical Document Segmentation and Recognition
AAAI 2024
Knowledge Enhanced Representation Learning for Drug Discovery
AAAI 2024
Knowledge Graph Enhanced Large Language Model Editing
EMNLP 2024
Knowledge Graph-Enhanced Large Language Models via Path Selection
ACL 2024
Knowledge Graph Error Detection with Contrastive Confidence Adaption
AAAI 2024
Knowledge Graph Extraction from Total Synthesis Documents
ACL 2024
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction
ACML 2024
Knowledge Graph Representation for Political Information Sources
COLING 2024
Knowledge Graphs Can be Learned with Just Intersection Features
ICML 2024
Knowledge-Powered Recommendation for an Improved Diet Water Footprint
AAAI 2024
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media
COLING 2024
LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation
AAAI 2024
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
NeurIPS 2024
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes
ACL 2024
Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities
COLING 2024
Learning Differentiable Tensegrity Dynamics using Graph Neural Networks
CoRL 2024
Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals
ACL 2024