README.md

Publications in AAAI2018 Groupd by Tracks

Knowledge Representation and Reasoning

• Convolutional 2D Knowledge Graph Embeddings
• TorusE: Knowledge Graph Embedding on a Lie Group 暂未补充论文解读
• Open-World Knowledge Graph Completion
• Embedding of Hierarchically Typed Knowledge Bases 暂未补充论文解读
• Incorporating GAN for Negative Sampling in Knowledge Representation Learning 暂未补充论文解读
• Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text 暂未补充论文解读
• Question Answering as Global Reasoning Over Semantic Abstractions

Cognitive Systems

• Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph

Machine Learning Applications

• GraphGAN: Graph Representation Learning with Generative Adversarial Nets

NLP and Knowledge Representation

• Knowledge Graph Embedding With Iterative Guidance From Soft Rules
• Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence

NLP and Text Mining

• Variational Reasoning for Question Answering With Knowledge Graph
• Improving Neural Fine-Grained Entity Typing With Knowledge Attention

Machine Learning Methods

• Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion 暂未补充论文解读
• On Multi-Relational Link Prediction With Bilinear Models 暂未补充论文解读

NLP and Machine Learning

• Large Scaled Relation Extraction With Reinforcement Learning
• Knowledge Enhanced Hybrid Neural Network for Text Matching
• Knowledge-based Word Sense Disambiguation using Topic Models