Search Results - "Text2SQL"

LI-EMRSQL: Linking Information Enhanced Text2SQL Parsing on Complex Electronic Medical Records by Li, Qing, You, Tao, Chen, Jinchao, Zhang, Ying, Du, Chenglie

“…Converting natural language text into executable SQL queries significantly impacts the healthcare domain, specifically when applied to electronic medical…”
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Chat with MES: LLM-driven user interface for manipulating garment manufacturing system through natural language by Yuan, Zhaolin, Li, Ming, Liu, Chang, Han, Fangyuan, Huang, Haolun, Dai, Hong-Ning

“…This paper presents Chat with MES (CWM), an AI agent system, which integrates LLMs into the Manufacturing Execution System (MES), serving as the “ears, mouth,…”
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Dairy GPT: Empowering dairy farmers to interact with numerical databases through natural language conversations by Gontijo, Danillo, Rolins Santana, Douglas, de Assis Costa, Gustavo, Cabrera, Victor E., Noronha de Andrade Freitas, Eduardo

“…Large language models (LLMs), like GPT-4, have revolutionized artificial intelligence by enabling intuitive text and voice interactions, simplifying complex…”
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A survey on complex factual question answering by Zhang, Lingxi, Zhang, Jing, Ke, Xirui, Li, Haoyang, Huang, Xinmei, Shao, Zhonghui, Cao, Shulin, Lv, Xin

“…Answering complex factual questions has drawn a lot of attention. Researchers leverage various data sources to support complex QA, such as unstructured texts,…”
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M-SQL: Multi-task Representation Learning for Single-Table Text2SQL Generation by Zhang, Xiaoyu, Yin, Fengjing, Ma, Guojie, Ge, Bin, Xiao, Weidong

“…Text2SQL can help non-professionals connect with databases by turning natural languages into SQL. Although previous researches about Text2SQL have provided…”
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F-SQL: Fuse Table Schema and Table Content for Single-Table Text2SQL Generation by Zhang, Xiaoyu, Yin, Fengjing, Ma, Guojie, Ge, Bin, Xiao, Weidong

“…Automatically parsing SQL queries from natural languages can help non-professionals access databases and improve the efficiency of information utilization. It…”
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Evaluating ChatGPT for Text-To-SQL: An Empirical Approach by Petkovic, Dusan

“…Since the existence of database systems, the querying of data managed by them has been one of the most important and challenging task for their users. For this…”
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SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation by Yun, Janghyeon, Lee, Sang-goo

“…Text-to-SQL enables non-experts to retrieve data from databases by converting natural language queries into SQL. However, state-of-the-art text-to-SQL studies…”
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Auto-Assess: Automated Evaluation Platform for Enhanced SQL learning by Motiwala, Mohommed Arman, Joshi, Ananya, Chapaneri, Radhika

“…This work describes the designing and development of an AI-driven SQL learning and teaching platform that could be used for automating SQL query generation,…”
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T2I-RISE: Text-to-Insights with Reinforcement learning, Integration of Semantic layers and Enrichment - A Comprehensive Approach with Conversational Context and Feedback Systems by Katikeri, Raghu, Phaniraja, Sai, Pratheek, Sai, Desai, Rajvi, Vaid, Amit, Shukla, Neelesh, Jain, Sandeep

“…This study introduces T2I-RISE, an innovative approach aimed at enabling natural language querying of databases, which could transform data-driven decision…”
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Evaluating Fine-Tuned LLMs with RAG and Text2SQL for the Water Conservancy Domain by Huang, Zheyuan, Ma, Shuaisen, Wang, Hongxia, Zheng, Zilong, Yu, Jiahui, Xia, Yifan

“…This study presents WaterQA, an intelligent question-answering platform addressing challenges in water resource management using Large Language Models (LLMs)…”
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SPSQL: Step-by-step Parsing Based Framework for Text-to-SQL Generation by Shen, Ran, Sun, Gang, Shen, Hao, Li, Yiling, Jin, Liangfeng, Jiang, Han

“…Converting text into the structured query language (Text2SQL) is a research hotspot in the field of natural language processing (NLP), which has broad…”
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Research on BERT-based Text2SQL Multi-task Learning by Xusheng, Liu, Yeteng, An, Jingxian, Lv, Huimin, Zhang, Yumeng, Zhang, Min, Li, Wei, Zhao, Wei, Han, Liangfei, Sun, Huiqin, Li

“…With the continuous development of computer technology, the Internet has entered the era of big data, which has spawned massive data in various fields and…”
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Evaluating Ambiguous Questions in Semantic Parsing by Papicchio, Simone, Papotti, Paolo, Cagliero, Luca

“…Tabular Representation Learning and Large Language Models have recently achieved promising results in solving the Semantic Parsing (SP) task. Given a question…”
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Bert-based Text-to-SQL Generation method with question-table content enhancement and template filling by Long, Hua, Cao, Dongyu

“…Generating SQL queries through natural language is a way to both reduce the cost of learning SQL for users and improve the efficiency of data queries, and has…”
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