Jiarong Jiang

Researcher, Amazon

Joined

December 2017

Names

Jiarong Jiang

Emails

****@umiacs.umd.edu (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

DBLP

Semantic Scholar

ACL Anthology

Career & Education History

Researcher

Amazon (amazon.com)

2020 – Present

PhD student

University of Maryland Institute for Advanced Computer Studies, University of Maryland, College Park (umiacs.umd.edu)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Hal Daume III

2008 – 2014

Expertise

Natural Language Processing

Present

Agentic AI

Present

Information Retrieval

Present

Publications

R-WoM: Retrieval-augmented World Model For Computer-use Agents
Kai Mei, Jiang Guo, Shuaichen Chang, Mingwen Dong, Dongkyu Lee, Xing Niu, Jiarong Jiang
- ICLR 2026 Poster
- Readers: Everyone
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Devrim Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, MONICA SUNKARA
- NeurIPS 2025 poster
- Readers: Everyone
On Synthetic Data Strategies for Domain-Specific Generative Retrieval
Haoyang Wen, Jiang Guo, Yi Zhang, Jiarong Jiang, Zhiguo Wang
- CoRR 2025
- 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
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
- CoRR 2024
- Readers: Everyone
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries
Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
- CoRR 2024
- Readers: Everyone
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall
Jiaqing Yuan, Lin Pan, Chung-Wei Hang, Jiang Guo, Jiarong Jiang, Bonan Min, Patrick Ng, Zhiguo Wang
- CoRR 2024
- Readers: Everyone
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
- ACL (Findings) 2023
- Readers: Everyone
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone

View all 22 publications

Co-Authors

View all 61 co-authors