Rui Zhang

Assistant Professor, Pennsylvania State University

Joined

August 2019

Names

Rui Zhang (Preferred)

Emails

****@yale.edu (Confirmed)

****@psu.edu (Confirmed)

****@umich.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Pennsylvania State University (psu.edu)

2020 – Present

PhD student

Yale University (yale.edu)

2017 – 2020

PhD student

University of Michigan (umich.edu)

2015 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Dragomir Radev

2015 – 2020

Expertise

Natural Language Processing

Present

Deep Learning

Present

Publications

Selective Annotation Makes Language Models Better Few-Shot Learners
Hongjin SU, Jungo Kasai, Chen Henry Wu, Weijia Shi, Tianlu Wang, Jiayi Xin, Rui Zhang, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training
Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut Kandemir, Chita Das
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah
- Published: 02 Nov 2020, Last Modified: 05 May 2023
- NeurIPS 2020 CAP Workshop
- Readers: Everyone
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
ESPRIT: Explaining Solutions to Physical Reasoning Tasks
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev
- 2020 (modified: 08 Jan 2026)
- ACL 2020
- Readers: Everyone
ESPRIT: Explaining Solutions to Physical Reasoning Tasks
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev
- 2020 (modified: 08 Jan 2026)
- CoRR 2020
- Readers: Everyone
DART: Open-Domain Structured Data Record to Text Generation
Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan et al. (3 additional authors not shown)
- 2020 (modified: 08 Jan 2026)
- CoRR 2020
- Readers: Everyone
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations
Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander R. Fabbri, William Hu, Neha Verma, Dragomir R. Radev
- 2019 (modified: 30 Sept 2024)
- ACL (1) 2019
- Readers: Everyone
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
Tao Yu, Rui Zhang, Heyang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander R. Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang et al. (4 additional authors not shown)
- 2019 (modified: 06 Nov 2022)
- EMNLP/IJCNLP (1) 2019
- Readers: Everyone
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
Rui Zhang, Tao Yu, Heyang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir R. Radev
- 2019 (modified: 24 Apr 2023)
- CoRR 2019
- Readers: Everyone

View all 18 publications

Co-Authors

View all 71 co-authors