Yankai Lin
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Graph Neural Networks, Multimodal Machine Learning Applications, Advanced Text Analysis Techniques
Most-Cited Works
- → Learning Entity and Relation Embeddings for Knowledge Graph Completion(2015)3,611 cited
- → Neural Relation Extraction with Selective Attention over Instances(2016)1,095 cited
- → Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View(2020)967 cited
- → A survey on large language model based autonomous agents(2024)910 cited
- → Modeling Relation Paths for Representation Learning of Knowledge Bases(2015)583 cited
- → DocRED: A Large-Scale Document-Level Relation Extraction Dataset(2019)503 cited
- → OpenKE: An Open Toolkit for Knowledge Embedding(2018)345 cited
- → Neural Sentiment Classification with User and Product Attention(2016)342 cited
- → Learning from Context or Names? An Empirical Study on Neural Relation Extraction(2020)183 cited
- → Graph Neural Networks with Generated Parameters for Relation Extraction(2019)173 cited