D
Dianbo Sui
Researcher at Chinese Academy of Sciences
Publications - 18
Citations - 277
Dianbo Sui is an academic researcher from Chinese Academy of Sciences. The author has contributed to research in topics: Named-entity recognition & Computer science. The author has an hindex of 3, co-authored 14 publications receiving 78 citations.
Papers
More filters
Proceedings ArticleDOI
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network.
TL;DR: Experiments show that the model not only outperforms the state-of-the-art (SOTA) results, but also achieves a speed that is six to fifteen times faster than that of the SOTA model.
Proceedings ArticleDOI
FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction
TL;DR: This paper proposes a privacy-preserving medical relation extraction model based on federated learning, which enables training a central model with no single piece of private local data being shared or exchanged.
Posted Content
Joint Entity and Relation Extraction with Set Prediction Networks.
TL;DR: This work treats joint entity and relation extraction as a direct set prediction problem, so that the extraction model can get rid of the burden of predicting the order of multiple triples and significantly outperforms current state-of-the-art methods.
Proceedings ArticleDOI
Knowledge Guided Metric Learning for Few-Shot Text Classification.
TL;DR: This work proposes to introduce external knowledge into few-shot learning to imitate human knowledge, and investigates a novel parameter generator network, able to use the external knowledge to generate different metrics for different tasks.
Proceedings ArticleDOI
Graph-Based Knowledge Integration for Question Answering over Dialogue
TL;DR: A new approach forQuestion answering over dialogue is introduced, featured by its novelty in structuring dialogue and integrating background knowledge for reasoning, which organizes a dialogue as a “relational graph”, using edges to represent relationships between entities.