Sanxing

Chen

# Bio

I am a third-year PhD student at Duke University, advised by Bhuwan Dhingra (opens new window) and previously Sam Wiseman (opens new window). I am a member of DukeNLP (opens new window). I research, through a language processing lens, how to help computers to learn, think, and communicate in the way human beings do. Humans learn language through brief interactions with the world at an early developmental stage, and then it becomes the conduit (opens new window) that transmits all kinds of knowledge between people. In contrast, current most advanced learning systems learn language from trillions of words in plain text. I'm thus interested in efficient situated learning, especially in an interactive environment.

I did my master's work at the University of Virginia, where I was a member of the ILP Lab (opens new window) working with Yangfeng Ji (opens new window). I've also spent time at Google DeepMind (opens new window), Microsoft Advertising, and Microsoft Research (Beijing (opens new window) and Redmond (opens new window)).

I was lucky to have the opportunity to have great mentors and be involved in research during my undergrad study. If you're a Duke undergrad and feel like I can be of some help to your research career, feel free to email me.

# News 🎉

[Jun 03, 2024] I started my internship at Google DeepMind (opens new window) NYC!
[Mar 28, 2023] We released our follow-up work of ⚾️ HittER on arXiv (opens new window)!

# Publications [Scholar] (opens new window)

Real-time Fake News from Adversarial Feedback

Sanxing Chen, Yukun Huang, Bhuwan Dhingra

Preprint, 2024

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Enhancing Large Language Models' Situated Faithfulness to External Contexts

Yukun Huang, Sanxing Chen, Hongyi Cai, Bhuwan Dhingra

Preprint, 2024

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ChatShop: Interactive Information Seeking with Language Agents

Sanxing Chen, Sam Wiseman, Bhuwan Dhingra

Preprint, 2024

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Tailoring Vaccine Messaging with Common-Ground Opinions

Rickard Stureborg, Sanxing Chen, Ruoyu Xie, Aayushi Patel, Christopher Li, Chloe Qinyu Zhu, Tingnan Hu, Jun Yang, Bhuwan Dhingra

In NAACL'2024 (Poster)

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Analyzing Task-Encoding Tokens in Large Language Models

Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung

Preprint, 2024

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Pre-training Transformers for Knowledge Graph Completion

Sanxing Chen, Hao Cheng, Xiaodong Liu, Jian Jiao, Yangfeng Ji, Jianfeng Gao

Preprint, 2023

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⚾️ HittER: Hierarchical Transformers for Knowledge Graph Embeddings

Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji

In EMNLP'2021 (Oral)

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Contextualizing Language Understanding with Graph-based Knowledge Representations

Sanxing Chen

Master's thesis, The University of Virginia, 2020

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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)

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# Service

Reviewer: COLING'2020, NAACL'2021, ACL'2021, EMNLP'2021, NLPCC'2021, CoLM'2024, ARR (regularly)
Volunteer: ACL'2020, EMNLP'2020

# Misc

My name is pronounced as "sǣnɕə̄ŋ".
I am originally from Quanzhou (opens new window), China. It was one of the world's largest and most cosmopolitan seaports and now a World Heritage Site (opens new window). (Interestingly, UVA is also a World Heritage Site (opens new window).)
I started playing the violin when I was a little boy.

# Contact

✉️ sxing [dot] xyz [at] outlook [dot] com

🐦 @sanxing_chen