Vougiouklis, Pavlos
- Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
2024/07/03 by Zhili Shen, Pavlos Vougiouklis, Shen, Zhili +9 · 7 citations
Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Educational Technology and Assessment
- GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
2024/12/24 by Zhili Shen, Shen, Zhili, Chenxin Diao +21 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts
2024/05/10 by Wenyu Huang, Huang, Wenyu, Guancheng Zhou +9 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Usage-centric Take on Intent Understanding in E-Commerce
2024/02/22 by Wendi Zhou, Zhou, Wendi, Tianyi Li +7 · 3 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
2018/03/19 by Kaffee, Lucie-Aimée, Elsahar, Hady, Vougiouklis, Pavlos +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- From An LLM Swarm To A PDDL-Empowered HIVE: Planning Self-Executed Instructions In A Multi-Modal Jungle
2024/12/17 by Kaustubh Vyas, Damien Graux, Vyas, Kaustubh +18 · 1 citation
Computer Science · Social Sciences · #Open Education and E-Learning #Online and Blended Learning
- Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation
2025/05/16 by Wenyu Huang, Huang, Wenyu, Pavlos Vougiouklis +5 · 3 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Information Retrieval and Search Behavior