Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. - Mohammadreza Pourreza; Davood Rafiei (EMNLP, 2023)

DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. - Mohammadreza Pourreza; Davood Rafiei (NeurIPS, 2023)

Towards semantic-driven boolean query formalization for biomedical systematic literature reviews. - Mohammadreza Pourreza; Faezeh Ensan (Int. J. Medical Informatics, 2023)

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. - Mohammadreza Pourreza; Davood Rafiei (EMNLP (Findings), 2024)

SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder. - Mohammadreza Pourreza; Davood Rafiei; Yuxi Feng; Raymond Li; Zhenan Fan; Weiwei Zhang (CoRR, 2024)

CHESS: Contextual Harnessing for Efficient SQL Synthesis. - Shayan Talaei; Mohammadreza Pourreza; Yu-Chen Chang; Azalia Mirhoseini; Amin Saberi (CoRR, 2024)

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. - Yuxi Feng; Raymond Li; Zhenan Fan; Giuseppe Carenini; Mohammadreza Pourreza; Weiwei Zhang; Yong Zhang 004 (CoRR, 2024)

S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models. - Parsa Kavehzadeh; Mohammadreza Pourreza; Mojtaba Valipour; Tinashu Zhu; Haoli Bai; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (CoRR, 2024)

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging. - Mohammadreza Pourreza; Ruoxi Sun 002; Hailong Li; Lesly Miculicich; Tomas Pfister; Sercan Ö. Arik (CoRR, 2024)

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. - Raymond Li; Yuxi Feng; Zhenan Fan; Giuseppe Carenini; Weiwei Zhang; Mohammadreza Pourreza; Yong Zhang (COLING, 2025)

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL. - Mohammadreza Pourreza; Hailong Li; Ruoxi Sun 002; Yeounoh Chung; Shayan Talaei; Gaurav Tarlok Kakkar; Yu Gan; Amin Saberi; Fatma Ozcan; Sercan Ö. Arik (ICLR, 2025)

Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL. - Mohammadreza Pourreza; Shayan Talaei; Ruoxi Sun 002; Xingchen Wan; Hailong Li; Azalia Mirhoseini; Amin Saberi; Sercan Ö. Arik (CoRR, 2025)

Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection. - Souradip Chakraborty; Mohammadreza Pourreza; Ruoxi Sun 002; Yiwen Song; Nino Scherrer; Furong Huang; Amrit Singh Bedi; Ahmad Beirami; Jindong Gu; Hamid Palangi; Tomas Pfister (CoRR, 2025)

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models. - Emil Biju; Shayan Talaei; Zhemin Huang; Mohammadreza Pourreza; Azalia Mirhoseini; Amin Saberi (CoRR, 2025)

Confidence Estimation for Text-to-SQL in Large Language Models. - Sepideh Entezari Maleki; Mohammadreza Pourreza; Davood Rafiei (CoRR, 2025)