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Mohammadreza Pourreza
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2020 – today
- 2024
- [c3]Mohammadreza Pourreza, Davood Rafiei:
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. EMNLP (Findings) 2024: 8212-8220 - [i9]Mohammadreza Pourreza, Davood Rafiei:
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. CoRR abs/2402.01117 (2024) - [i8]Mohammadreza Pourreza, Davood Rafiei, Yuxi Feng, Raymond Li, Zhenan Fan, Weiwei Zhang:
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder. CoRR abs/2403.16204 (2024) - [i7]Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi:
CHESS: Contextual Harnessing for Efficient SQL Synthesis. CoRR abs/2405.16755 (2024) - [i6]Yuxi Feng, Raymond Li, Zhenan Fan, Giuseppe Carenini, Mohammadreza Pourreza, Weiwei Zhang, Yong Zhang:
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. CoRR abs/2406.07913 (2024) - [i5]Parsa Kavehzadeh, Mohammadreza Pourreza, Mojtaba Valipour, Tinashu Zhu, Haoli Bai, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models. CoRR abs/2407.01955 (2024) - [i4]Mohammadreza Pourreza, Ruoxi Sun, Hailong Li, Lesly Miculicich, Tomas Pfister, Sercan Ö. Arik:
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging. CoRR abs/2408.12733 (2024) - [i3]Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik:
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL. CoRR abs/2410.01943 (2024) - 2023
- [j1]Mohammadreza Pourreza, Faezeh Ensan:
Towards semantic-driven boolean query formalization for biomedical systematic literature reviews. Int. J. Medical Informatics 170: 104928 (2023) - [c2]Mohammadreza Pourreza, Davood Rafiei:
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. EMNLP 2023: 1601-1611 - [c1]Mohammadreza Pourreza, Davood Rafiei:
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. NeurIPS 2023 - [i2]Mohammadreza Pourreza, Davood Rafiei:
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. CoRR abs/2304.11015 (2023) - [i1]Mohammadreza Pourreza, Davood Rafiei:
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. CoRR abs/2310.18538 (2023)
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