三、知识图谱(ACL 2022)
1、CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion
2、Efficient Hyper-parameter Search for Knowledge Graph Embedding
3、Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs
4、KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
5、Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
6、RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
7、Sequence-to-Sequence Knowledge Graph Completion and Question Answering
8、SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
9、Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
10、C3KG: A Chinese Commonsense Conversation Knowledge Graph
11、Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts
12、Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach
13、Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs
14、Implicit Relation Linking for Question Answering over Knowledge Graph
15、Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy
16、Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference
17、Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems