profile picture

Yuan Yao

question answering

commonsense

distant supervision

text classification

meta-learning

knowledge graph

few-shot learning

relation classification

prompt tuning

discriminative pre-trained language models

4

presentations

SHORT BIO

I am a 5-th (final) year Ph.D. candidate at the Natural Language Processing Lab of Tsinghua University. I am interested in large-scale perceptual learning from multi-modal data for scene understanding and knowledge graph construction. I’m currently looking for postdoc positions. If you have opportunities, please contact me!

Presentations

Visually Grounded Commonsense Knowledge Acquisition

Yuan Yao and 10 other authors

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild

Yuan Yao and 5 other authors

Open Hierarchical Relation Extraction

Kai Zhang and 1 other author

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification

Yuan Yao and 7 other authors