Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Jinyang Li, Binyuan Hui, Ge Qu, +6

arXiv (Cornell University)

Llm Already ServeRelational DatabaseEngineeringA Database InterfaceDatabase Scalability +23

Qwen Technical Report

Jinze Bai, Shuai Bai, Yunfei Chu, +45

arXiv (Cornell University)

Artificial IntelligenceEngineeringInspectionLarge Language ModelCorpus Linguistics +16

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

Jinyang Li, Binyuan Hui, Reynold Cheng, +7

Proceedings of the AAAI Conference on Artificial Intelligence

Llm Fine-tuningSyntactic ParsingEngineeringSemantic WebText-to-sql Parsing +16

Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning

Binyuan Hui, Pengfei Zhu, Qinghua Hu

Proceedings of the AAAI Conference on Artificial Intelligence

Graph Neural NetworkGraph Convolutional NetworksGraph TheoryMachine LearningDeep Learning +13

Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning

Yunhu Ye, Binyuan Hui, Min Yang, +3

EngineeringModel-based ReasoningSemanticsLarge Language ModelCorpus Linguistics +21

Multiview Deep Subspace Clustering Networks

Pengfei Zhu, Xinjie Yao, Yu Wang, +3

IEEE Transactions on Cybernetics

Multiview SubspaceGeometric LearningConvolutional Neural NetworkImage AnalysisMachine Vision +11

Qwen2.5 Technical Report

Qwen, Yang An, Baosong Yang, +27

arXiv (Cornell University)

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningQwen2.5 Technical Report +16

Latent Heterogeneous Graph Network for Incomplete Multi-View Learning

Pengfei Zhu, Xinjie Yao, Yu Wang, +4

IEEE Transactions on Multimedia

Self-Attention Relation Network for Few-Shot Learning

Binyuan Hui, Pengfei Zhu, Qinghua Hu, +1

Few-shot LearningShot LearningMachine VisionMachine LearningData Science +11

Qwen2 Technical Report

Yang An, Baosong Yang, Binyuan Hui, +58

arXiv (Cornell University)

Llm Fine-tuningEngineeringMultilingualismMultilingual PretrainingLarge Language Model +17