| Using off-the-shelf LLMs to query enterprise data by progressively revealing ontologies | Oct 11, 2024 | Natural Language Queries | —Unverified | 0 |
| Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training | Oct 8, 2024 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 0 |
| The Wallpaper is Ugly: Indoor Localization using Vision and Language | Oct 4, 2024 | Indoor LocalizationNatural Language Queries | —Unverified | 0 |
| Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement | Oct 2, 2024 | Natural Language Queriesvalid | —Unverified | 0 |
| From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems | Oct 1, 2024 | Computational EfficiencyData Augmentation | —Unverified | 0 |
| Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study | Sep 26, 2024 | Information RetrievalKnowledge Graphs | —Unverified | 0 |
| DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL | Sep 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Modern Hopfield Networks meet Encoded Neural Representations -- Addressing Practical Considerations | Sep 24, 2024 | Natural Language QueriesRetrieval | —Unverified | 0 |
| Natural Language Query Engine for Relational Databases using Generative AI | Sep 23, 2024 | Decision MakingNatural Language Queries | —Unverified | 0 |
| Knowing When to Ask -- Bridging Large Language Models and Data | Sep 10, 2024 | Natural Language QueriesRAG | —Unverified | 0 |
| Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering | Sep 6, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 |
| Robust Text-to-Cypher Using Combination of BERT, GraphSAGE, and Transformer (CoBGT) Model | Sep 4, 2024 | Natural Language QueriesSemantic Parsing | —Unverified | 0 |
| BEAVER: An Enterprise Benchmark for Text-to-SQL | Sep 3, 2024 | Natural Language QueriesPrompt Engineering | —Unverified | 0 |
| The Design of an LLM-powered Unstructured Analytics System | Sep 1, 2024 | Natural Language QueriesRAG | —Unverified | 0 |
| SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging | Aug 22, 2024 | DiversityMixture-of-Experts | —Unverified | 0 |
| Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design | Aug 21, 2024 | Cross-Modal RetrievalInformation Retrieval | —Unverified | 0 |
| The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models | Aug 14, 2024 | Natural Language QueriesText to SQL | —Unverified | 0 |
| DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization | Aug 14, 2024 | Data VisualizationLanguage Modeling | CodeCode Available | 0 |
| SynopGround: A Large-Scale Dataset for Multi-Paragraph Video Grounding from TV Dramas and Synopses | Aug 3, 2024 | Natural Language QueriesVideo Grounding | —Unverified | 0 |
| Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification | Jul 25, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models | Jul 22, 2024 | Natural Language Queries | —Unverified | 0 |
| A Survey on Employing Large Language Models for Text-to-SQL Tasks | Jul 21, 2024 | Natural Language QueriesPrompt Engineering | —Unverified | 0 |
| SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy | Jul 19, 2024 | Natural Language QueriesNatural Language Understanding | —Unverified | 0 |
| HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries | Jul 17, 2024 | Information RetrievalNatural Language Queries | —Unverified | 0 |
| Temporally Grounding Instructional Diagrams in Unconstrained Videos | Jul 16, 2024 | Natural Language Queries | —Unverified | 0 |