Mohammadreza Pourreza

According to our database, Mohammadreza Pourreza authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2025

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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.

Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik

CoRR, 2024

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging.

Mohammadreza Pourreza, Ruoxi Sun, Hailong Li, Lesly Miculicich, Tomas Pfister, Sercan Ö. Arik

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, Boxing Chen, Mehdi Rezagholizadeh

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

CoRR, 2024

CHESS: Contextual Harnessing for Efficient SQL Synthesis.

Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi

CoRR, 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

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models.

Mohammadreza Pourreza, Davood Rafiei

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Towards semantic-driven boolean query formalization for biomedical systematic literature reviews.

Mohammadreza Pourreza, Faezeh Ensan

Int. J. Medical Informatics, 2023

DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction.

Mohammadreza Pourreza, Davood Rafiei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Evaluating Cross-Domain Text-to-SQL Models and Benchmarks.

Mohammadreza Pourreza, Davood Rafiei

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023