Sanxing

Chen

# Bio

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I am interested in helping computers to learn natural languages in the way humans do. Language is the conduit (opens new window) which bridges different forms of knowledge. So, by itself, it doesn't necessarily contain all the information. That's why I'm currently focusing on grounded language learning, especially in finding intuitive algorithms to perform relational learning on graphs and texts.

I received my MS degree in computer science at the University of Virginia (opens new window), where I was a member of the ILP Lab (opens new window) working with Prof. Yangfeng Ji (opens new window).

# News 馃帀

  • [Jun 27, 2021] I'm moving to the Greater Seattle Area to join Microsoft as an applied scientist!

# Experience

Microsoft Bing Ads 路
Bellevue, United States
Jul 2021 (Exp.) -
Applied Scientist
Microsoft Research 路
Home office, United States
Mar 2021 - June 2021
Research Intern
Large-scale knowledge graph encoding with Hao Cheng and Xiaodong Liu
Bing Ads & Microsoft Research 路
Home office, United States
May 2020 - Aug 2020
Research Intern
Relational learning and NLP with Xiaodong Liu and Jian Jiao
Microsoft Research Asia 路
Beijing, China
Mar 2019 - Jun 2019
Research Intern
Microsoft Research Asia 路
Beijing, China
Feb 2018 - Sep 2018
Research Intern

# Publications

Contextualizing Language Understanding with Graph-based Knowledge Representations
Sanxing Chen
Master's thesis, The University of Virginia, 2020
Abs Bib Link
鈿撅笍 HittER: Hierarchical Transformers for Knowledge Graph Embeddings
Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji
In EMNLP'2021
Abs Bib arXiv
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing
Sanxing Chen, Aidan San, Xiaodong Liu, Yangfeng Ji
In COLING'2020 (Oral)
Abs Bib LinkarXivCode

# Service

  • Program committee member (reviewer): COLING'2020, NAACL'2021, ACL'2021, EMNLP' 2021, NLPCC' 2021
  • Secondary reviewer: TPAMI'2020
  • Volunteer: ACL'2020, EMNLP'2020

# Misc

# Contact

鉁夛笍

  • sc3hn [at] virginia [dot] edu
  • staychan [dot] cn [at] gmail [dot] com

馃惁

Last Updated: 6/27/2021, 6:49:26 PM