On Synthetic Data Strategies for Domain-Specific Generative Retrieval.

Jiarong Jiang Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zhiguo Wang On Synthetic Data Strategies for Domain-Specific Generative Retrieval. 7961-7976 2025 ACL (1) https://aclanthology.org/2025.acl-long.392/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#WenGZJW25 Mingwen Dong Nischal Ashok Kumar Yiqun Hu Anuj Chauhan Chung-Wei Hang Shuaichen Chang Lin Pan 0003 Wuwei Lan Henghui Zhu Jiarong Jiang Patrick Ng Zhiguo Wang 0006 PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. 255-273 2025 NAACL (Long Papers) https://doi.org/10.18653/v1/2025.naacl-long.13 https://aclanthology.org/2025.naacl-long.13/ conf/naacl/2025-1 db/conf/naacl/naacl2025-1.html#DongKHCHCPLZJNW25 streams/conf/naacl

Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zhiguo Wang On Synthetic Data Strategies for Domain-Specific Generative Retrieval. 2025 February abs/2502.17957 CoRR https://doi.org/10.48550/arXiv.2502.17957 db/journals/corr/corr2502.html#abs-2502-17957 streams/journals/corr

Kai Mei Jiang Guo Shuaichen Chang Mingwen Dong Dongkyu Lee Xing Niu 0001 Jiarong Jiang R-WoM: Retrieval-augmented World Model For Computer-use Agents. 2025 October abs/2510.11892 CoRR https://doi.org/10.48550/arXiv.2510.11892 db/journals/corr/corr2510.html#abs-2510-11892 streams/journals/corr

Michelle Yuan Khushbu Pahwa Shuaichen Chang Mustafa Kaba Jiarong Jiang Xiaofei Ma Yi Zhang Monica Sunkara Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection. 2025 October abs/2510.16499 CoRR https://doi.org/10.48550/arXiv.2510.16499 db/journals/corr/corr2510.html#abs-2510-16499 streams/journals/corr

Dongyu Ru Lin Qiu Xiangkun Hu Tianhang Zhang Peng Shi 0010 Shuaichen Chang Cheng Jiayang Cunxiang Wang Shichao Sun Huanyu Li 0010 Zizhao Zhang Binjie Wang Jiarong Jiang Tong He 0002 Zhiguo Wang 0006 Pengfei Liu 0003 Yue Zhang 0004 Zheng Zhang 0001 RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/27245589131d17368cccdfa990cbf16e-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#RuQHZSCJWSLZWJ024

Jiaqing Yuan Lin Pan 0003 Chung-Wei Hang Jiang Guo Jiarong Jiang Bonan Min Patrick Ng Zhiguo Wang 0006 Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall. 2024 abs/2404.16164 CoRR https://doi.org/10.48550/arXiv.2404.16164 db/journals/corr/corr2404.html#abs-2404-16164

Dongyu Ru Lin Qiu Xiangkun Hu Tianhang Zhang Peng Shi 0010 Shuaichen Chang Cheng Jiayang Cunxiang Wang Shichao Sun Huanyu Li 0010 Zizhao Zhang Binjie Wang Jiarong Jiang Tong He 0002 Zhiguo Wang 0006 Pengfei Liu 0003 Yue Zhang 0004 Zheng Zhang 0001 RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation. 2024 abs/2408.08067 CoRR https://doi.org/10.48550/arXiv.2408.08067 db/journals/corr/corr2408.html#abs-2408-08067 streams/journals/corr

Mingwen Dong Nischal Ashok Kumar Yiqun Hu Anuj Chauhan Chung-Wei Hang Shuaichen Chang Lin Pan 0003 Wuwei Lan Henghui Zhu Jiarong Jiang Patrick Ng Zhiguo Wang 0006 PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. 2024 abs/2410.11076 CoRR https://doi.org/10.48550/arXiv.2410.11076 db/journals/corr/corr2410.html#abs-2410-11076 streams/journals/corr

Yiqun Hu Yiyun Zhao Jiarong Jiang Wuwei Lan Henghui Zhu Anuj Chauhan Alexander Hanbo Li Lin Pan 0003 Jun Wang 0122 Chung-Wei Hang Sheng Zhang 0029 Jiang Guo Mingwen Dong Joseph Lilien Patrick Ng Zhiguo Wang 0006 Vittorio Castelli Bing Xiang Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. 1327-1343 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.86 https://aclanthology.org/2023.findings-acl.86 conf/acl/2023f db/conf/acl/acl2023f.html#HuZJLZCLPWHZGDL23 Shuaichen Chang Jun Wang 0122 Mingwen Dong Lin Pan 0003 Henghui Zhu Alexander Hanbo Li Wuwei Lan Sheng Zhang 0029 Jiarong Jiang Joseph Lilien Steve Ash William Yang Wang Zhiguo Wang 0006 Vittorio Castelli Patrick Ng Bing Xiang Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. 2023 ICLR https://openreview.net/forum?id=Wc5bmZZU9cy conf/iclr/2023 db/conf/iclr/iclr2023.html#Chang0DPZLLZJLA23

Shuaichen Chang Jun Wang 0122 Mingwen Dong Lin Pan 0003 Henghui Zhu Alexander Hanbo Li Wuwei Lan Sheng Zhang 0029 Jiarong Jiang Joseph Lilien Steve Ash William Yang Wang Zhiguo Wang 0006 Vittorio Castelli Patrick Ng Bing Xiang Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. 2023 abs/2301.08881 CoRR https://doi.org/10.48550/arXiv.2301.08881 db/journals/corr/corr2301.html#abs-2301-08881

Wuwei Lan Zhiguo Wang 0006 Anuj Chauhan Henghui Zhu Alexander Hanbo Li Jiang Guo Sheng Zhang 0029 Chung-Wei Hang Joseph Lilien Yiqun Hu Lin Pan 0003 Mingwen Dong Jun Wang 0122 Jiarong Jiang Stephen Ash Vittorio Castelli Patrick Ng Bing Xiang UNITE: A Unified Benchmark for Text-to-SQL Evaluation. 2023 abs/2305.16265 CoRR https://doi.org/10.48550/arXiv.2305.16265 db/journals/corr/corr2305.html#abs-2305-16265

Peng Shi 0010 Patrick Ng Feng Nan Henghui Zhu Jun Wang 0122 Jiarong Jiang Alexander Hanbo Li Rishav Chakravarti Donald Weidner Bing Xiang Zhiguo Wang 0006 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. 11312-11320 2022 AAAI https://doi.org/10.1609/aaai.v36i10.21382 conf/aaai/2022 db/conf/aaai/aaai2022.html#ShiNNZWJLCWXW22 Jun Wang 0122 Patrick Ng Alexander Hanbo Li Jiarong Jiang Zhiguo Wang 0006 Bing Xiang Ramesh Nallapati Sudipta Sengupta Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding. 306-312 2022 EMNLP (Industry Track) https://doi.org/10.18653/v1/2022.emnlp-industry.31 https://aclanthology.org/2022.emnlp-industry.31 conf/emnlp/2022i db/conf/emnlp/emnlp2022i.html#WangNLJWXNS22

Jun Wang 0122 Patrick Ng Alexander Hanbo Li Jiarong Jiang Zhiguo Wang 0006 Ramesh Nallapati Bing Xiang Sudipta Sengupta Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding. 2022 abs/2209.14415 CoRR https://doi.org/10.48550/arXiv.2209.14415 db/journals/corr/corr2209.html#abs-2209-14415

Yiyun Zhao Jiarong Jiang Yiqun Hu Wuwei Lan Henry Zhu Anuj Chauhan Alexander Hanbo Li Lin Pan 0003 Jun Wang 0122 Chung-Wei Hang Sheng Zhang 0012 Marvin Dong Joe Lilien Patrick Ng Zhiguo Wang 0006 Vittorio Castelli Bing Xiang Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. 2022 abs/2212.08785 CoRR https://doi.org/10.48550/arXiv.2212.08785 db/journals/corr/corr2212.html#abs-2212-08785

Jiarong Jiang Efficient Non-deterministic Search in Structured Prediction: A Case Study on Syntactic Parsing. 2014 University of Maryland, College Park, MD, USA https://hdl.handle.net/1903/15309 https://www.base-search.net/Record/79224e0e864d837517537a0460dbdc329b60dfccf096d4c8bfbe5f15c87b2ef7 base-search.net (ftunivmaryland:oai:drum.lib.umd.edu:1903/15309) Jiarong Jiang Adam R. Teichert Hal Daumé III Jason Eisner Learned Prioritization for Trading Off Accuracy and Speed. 1340-1348 2012 NIPS https://proceedings.neurips.cc/paper/2012/hash/884d247c6f65a96a7da4d1105d584ddd-Abstract.html http://papers.nips.cc/paper/4556-learned-prioritization-for-trading-off-accuracy-and-speed conf/nips/2012 db/conf/nips/nips2012.html#JiangTDE12 Jiarong Jiang Piyush Rai Hal Daumé III Message-Passing for Approximate MAP Inference with Latent Variables. 1197-1205 2011 NIPS https://proceedings.neurips.cc/paper/2011/hash/53e3a7161e428b65688f14b84d61c610-Abstract.html http://papers.nips.cc/paper/4285-message-passing-for-approximate-map-inference-with-latent-variables conf/nips/2011 db/conf/nips/nips2011.html#JiangRD11 Stephen Ash Steve Ash Vittorio Castelli Rishav Chakravarti Shuaichen Chang Anuj Chauhan Hal Daumé III Marvin Dong Mingwen Dong Jason Eisner Jiang Guo Chung-Wei Hang Tong He 0002 Xiangkun Hu Yiqun Hu Cheng Jiayang Mustafa Kaba Nischal Ashok Kumar Wuwei Lan Dongkyu Lee Alexander Hanbo Li Huanyu Li 0010 Joe LilienJoseph Lilien Pengfei Liu 0003 Xiaofei Ma Kai Mei Bonan Min Ramesh Nallapati Feng Nan Patrick Ng Xing Niu 0001 Khushbu Pahwa Lin Pan 0003 Lin Qiu Piyush Rai Dongyu Ru Sudipta Sengupta Peng Shi 0010 Shichao Sun Monica Sunkara Adam R. Teichert Binjie Wang Cunxiang Wang Jun Wang 0122 William Yang Wang Zhiguo Wang Zhiguo Wang 0006 Donald Weidner Haoyang Wen Bing Xiang Jiaqing Yuan Michelle Yuan Sheng Zhang 0012 Sheng Zhang 0029 Tianhang Zhang Yi Zhang Yue Zhang 0004 Zheng Zhang 0001 Zizhao Zhang Yiyun Zhao Henghui Zhu Henry Zhu