Peng Shi

Researcher, Amazon AWS

Joined

June 2021

Names

Peng Shi (Preferred)

Emails

****@gmail.com (Confirmed)

****@uwaterloo.ca (Confirmed)

Personal Links

Google Scholar

Semantic Scholar

ACL Anthology

Career & Education History

Researcher

Amazon AWS (amazon.com)

2023 – Present

PhD student

Computer Science, University of Waterloo (uwaterloo.ca)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Semantic Parsing

2020 – 2021

Publications

Scene Understanding via Scene Representation Generation with Vision-Language Models
Yuan Chen, Peng Shi
- VLM4RWD2025 ExtendedAbstract
- Readers: Everyone
AGENT*: Optimizing Test-Time Compute for Multi-Agent Systems with Modularized Collaboration
Dongwon Jung, Peng Shi, Yi Zhang
- Submitted to ICLR 2026
- Readers: Everyone
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
Dongyu Ru, Lin Qiu, Xiangkun Hu, Tianhang Zhang, Peng Shi, Shuaichen Chang, Cheng Jiayang, Cunxiang Wang, Shichao Sun, Huanyu Li, Zizhao Zhang, Binjie Wang, Jiarong Jiang, Tong He, Zhiguo Wang, Pengfei Liu, Yue Zhang, Zheng Zhang
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
OpenAgents: An Open Platform for Language Agents in the Wild
Tianbao Xie, Fan Zhou, Zhoujun Cheng, Peng Shi, Luoxuan Weng, Yitao Liu, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Zeyu Liu, Yiheng Xu, Hongjin SU, Dongchan Shin, Caiming Xiong, Tao Yu
- COLM
- Readers: Everyone
OpenAgents: An Open Platform for Language Agents in the Wild
Tianbao Xie, Fan Zhou, Zhoujun Cheng, Peng Shi, Luoxuan Weng, Yitao Liu, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Zeyu Liu, Yiheng Xu, Hongjin SU, Dongchan Shin, Caiming Xiong, Tao Yu
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning
Sarkar Snigdha Sarathi Das, Haoran Ranran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang
- EMNLP 2023 Main
- Readers: Everyone
Video-Text Retrieval by Supervised Sparse Multi-Grained Learning
Yimu Wang, Peng Shi
- EMNLP 2023 Findings
- Readers: Everyone
Binding Language Models in Symbolic Languages
Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone
Learning contextual representations for semantic parsing with generation-augmented pre-training
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang
- 08 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Generation-focused Table-based Intermediate Pre-training for Free-form Question Answering
Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
- 08 Apr 2022 (modified: 08 Apr 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 34 publications

Co-Authors

View all 81 co-authors