Xinyi Wang

Researcher, Research, Databricks, Databricks

Joined

September 2018

Names

Xinyi Wang (Preferred)

Emails

****@cs.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Research, Databricks, Databricks (databricks.com)

2025 – Present

Researcher

Google (google.com)

2022 – 2025

PhD student

School of Computer Science, Carnegie Mellon University (cs.cmu.edu)

2017 – 2022

Undergrad student

University of Notre Dame (nd.edu)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Graham Neubig

2017 – 2022

Advisor

David Chiang

2016 – 2017

Expertise

Deep learning

Present

Natural Language Processing

2016 – Present

Publications

KARL: Knowledge Agents via Reinforcement Learning
Jonathan Daniel Chang, Andrew Drozdov, Shubham Toshniwal, Owen Oertell, Alexander R Trott, Jacob Portes, Abhay Gupta, Pallavi Koppol, Ashutosh Baheti, Sean Kulinski, Ivan Zhou, Irene Dea, Krista Opsahl-Ong, Simon Favreau-Lessard, Sean Owen, Jose Javier Gonzalez Ortiz, Arnav Singhvi, Xabi Andrade, Xinyi Wang, Kartik Sreenivasan et al. (6 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
KITTEN: A Knowledge-Integrated Evaluation of Image Generation on Visual Entities
Hsin-Ping Huang, Xinyi Wang, Yonatan Bitton, Hagai Taitelbaum, Gaurav Singh Tomar, Ming-Wei Chang, Xuhui Jia, Kelvin C.K. Chan, Hexiang Hu, Yu-Chuan Su, Ming-Hsuan Yang
- Accepted by TMLR
- Readers: Everyone
Kitten: A Knowledge-Intensive Evaluation of Image Generation on Visual Entities
Hsin-Ping Huang, Xinyi Wang, Yonatan Bitton, Hagai Taitelbaum, Gaurav Singh Tomar, Ming-Wei Chang, Xuhui Jia, Kelvin C.K. Chan, Hexiang Hu, Yu-Chuan Su, Ming-Hsuan Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning
Xinyi Wang, John Frederick Wieting, Jonathan H. Clark
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Evaluating and Modeling Attribution for Cross-Lingual Question Answering
Benjamin Muller, John Frederick Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Baldini Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang
- EMNLP 2023 Main
- Readers: Everyone
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
- EMNLP 2023 Findings
- Readers: Everyone
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma, Massimo Nicosia, Shruti Rijhwani, Parker Riley, Jean Michel Amath Sarr, Xinyi Wang, John Frederick Wieting, Nitish Gupta, Anna Katanova, Christo Kirov, Dana L Dickinson, Brian Roark, Bidisha Samanta, Connie Tao, David Ifeoluwa Adelani, Vera Axelrod et al. (7 additional authors not shown)
- EMNLP 2023 Findings
- Readers: Everyone
Meta Back-Translation
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
compare-mt: A Tool for Holistic Comparison of Language Generation Systems
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (Demonstrations) 2019
- Readers: Everyone
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone

View all 11 publications

Co-Authors

View all 78 co-authors