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Representation

2,100 papers (7 classified directly here)

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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of Large Language Models EMNLP 2024 Knowledge-Driven Cross-Document Relation Extraction ACL 2024 Knowledge-Enhanced Historical Document Segmentation and Recognition AAAI 2024 Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024 Knowledge Graph Enhanced Large Language Model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