Mohammadreza Pourreza

21 papers A* 4B 1Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Confidence Estimation for Text-to-SQL in Large Language Models. AAAI Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei
2025	A*	`conf`	CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL. ICLR Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik
2025	J	`jnl`	Confidence Estimation for Text-to-SQL in Large Language Models. CoRR Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei
2025	B	`conf`	DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. COLING Raymond Li, Yuxi Feng, Zhenan Fan, Giuseppe Carenini, Weiwei Zhang, Mohammadreza Pourreza, Yong Zhang
2025	J	`jnl`	Do LLMs Align with My Task? Evaluating Text-to-SQL via Dataset Alignment. CoRR Davood Rafiei, Morgan Lindsay Heisler, Weiwei Zhang, Mohammadreza Pourreza, Yong Zhang
2025	J	`jnl`	Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL. CoRR Mohammadreza Pourreza, Shayan Talaei, Ruoxi Sun, Xingchen Wan, Hailong Li, Azalia Mirhoseini, Amin Saberi, Sercan Ö. Arik
2025	J	`jnl`	Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection. CoRR Souradip Chakraborty, Mohammadreza Pourreza, Ruoxi Sun, Yiwen Song, Nino Scherrer, Furong Huang, Amrit Singh Bedi, Ahmad Beirami, Jindong Gu, Hamid Palangi, Tomas Pfister
2025	J	`jnl`	SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models. CoRR Emil Biju, Shayan Talaei, Zhemin Huang, Mohammadreza Pourreza, Azalia Mirhoseini, Amin Saberi
2024	J	`jnl`	CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL. CoRR Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik
2024	J	`jnl`	CHESS: Contextual Harnessing for Efficient SQL Synthesis. CoRR Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi
2024	—	`conf`	DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. EMNLP (Findings) Mohammadreza Pourreza, Davood Rafiei
2024	J	`jnl`	DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. CoRR Mohammadreza Pourreza, Davood Rafiei
2024	J	`jnl`	DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. CoRR Yuxi Feng, Raymond Li, Zhenan Fan, Giuseppe Carenini, Mohammadreza Pourreza, Weiwei Zhang, Yong Zhang
2024	J	`jnl`	S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models. CoRR Parsa Kavehzadeh, Mohammadreza Pourreza, Mojtaba Valipour, Tinashu Zhu, Haoli Bai, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024	J	`jnl`	SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder. CoRR Mohammadreza Pourreza, Davood Rafiei, Yuxi Feng, Raymond Li, Zhenan Fan, Weiwei Zhang
2024	J	`jnl`	SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging. CoRR Mohammadreza Pourreza, Ruoxi Sun, Hailong Li, Lesly Miculicich, Tomas Pfister, Sercan Ö. Arik
2023	A*	`conf`	DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. NeurIPS Mohammadreza Pourreza, Davood Rafiei
2023	J	`jnl`	DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. CoRR Mohammadreza Pourreza, Davood Rafiei
2023	A*	`conf`	Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. EMNLP Mohammadreza Pourreza, Davood Rafiei
2023	J	`jnl`	Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. CoRR Mohammadreza Pourreza, Davood Rafiei
2023	J	`jnl`	Towards semantic-driven boolean query formalization for biomedical systematic literature reviews. Int. J. Medical Informatics Mohammadreza Pourreza, Faezeh Ensan