Shuo Sun

Researcher, , A*STAR

Joined

July 2019

Names

Shuo Sun

Emails

****@jhu.edu (Confirmed)

****@i2r.a-star.edu.sg

Personal Links

DBLP

ACL Anthology

Career & Education History

Researcher

, A*STAR (i2r.a-star.edu.sg)

2022 – Present

PhD student

Institute for Infocomm Research, Johns Hopkins University (jhu.edu)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Kevin Duh

2017 – 2022

Expertise

Text-to-SQL parsing

2022 – 2023

Large Language Models

2020 – 2023

Machine Translation

2017 – 2023

Cross-lingual Information Retrieval

2017 – 2022

Publications

Generalization of RLVR Using Causal Reasoning as a Testbed
Brian Lu, Hongyu Zhao, Shuo Sun, Hao Peng, Rui Ding, Hongyuan Mei
- ICLR 2026 Poster
- Readers: Everyone
SEA-SpeechBench: A Large-Scale Multitask Benchmark for Speech Understanding Across Southeast Asia
Jingyi Liao, Wenyu Zhang, Zhuohan Liu, Yingxu He, Geyu Lin, Xunlong Zou, Shuo Sun, Syed Ali Redha Alsagoff, Dacheng Tao, AiTi Aw
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze GAO, Donovan Ong, Bin Chen, Jian Su
- EMNLP 2023 Findings
- Readers: Everyone
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su
- Published: 01 Jan 2023, Last Modified: 14 Dec 2023
- EMNLP (Findings) 2023
- Readers: Everyone
An Exploratory Study on Model Compression for Text-to-SQL
Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin, Shuqi Sun
- Published: 01 Jan 2023, Last Modified: 14 Dec 2023
- ACL (Findings) 2023
- Readers: Everyone
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison
Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su
- Published: 01 Jan 2023, Last Modified: 14 Dec 2023
- CoRR 2023
- Readers: Everyone
MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset
Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
- 2022 (modified: 16 Oct 2022)
- LREC 2022
- Readers: Everyone
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages
Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin
- Published: 01 Jan 2022, Last Modified: 14 Dec 2023
- EMNLP 2022
- Readers: Everyone
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia
Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán
- 2021 (modified: 03 Nov 2021)
- EACL 2021
- Readers: Everyone
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications
Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Francisco Guzmán, Lucia Specia
- 2021 (modified: 03 Nov 2021)
- CoRR 2021
- Readers: Everyone

View all 25 publications

Co-Authors

View all 65 co-authors