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Liliang Ren

Graduate student @ University of Illinois Urbana-Champaign, Champaign, IL, USA

information extraction

sequence generation

graph representation

variational autoencoder

language modeling

information extration

3

presentations

1

number of views

SHORT BIO

He is a third-year PhD candidate in the Text Information Management and Analysis Group, affiliated with the Data and Information Systems Laboratory at University of Illinois Urbana-Champaign. He is fortunate to be advised by Chengxiang Zhai, and work with Heng Ji and Julia Hockenmaier. He finished his master degree at University of California San Diego, advised by Julian McAuley, and his undergraduate degree at Shanghai Jiao Tong University, working with Kai Yu. His research interest generally lies in the scalability and interpretability aspects of neural networks, with the applications to Language Modeling, Information Extraction and Dialogue System.

Presentations

Language Model Pre-Training with Sparse Latent Typing

Liliang Ren and 5 other authors

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction

Liliang Ren and 3 other authors

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction

Liliang Ren and 3 other authors

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