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| Beyond Fine-Tuning: Effective Strategies for Mitigating Hallucinations in Large Language Models for Data Analytics | Oct 26, 2024 | Decision MakingNatural Language Queries | —Unverified | 0 |
| Do Audio-Language Models Understand Linguistic Variations? | Oct 21, 2024 | Contrastive LearningNatural Language Queries | —Unverified | 0 |
| Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight | Oct 21, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 |
| Natural Language Querying System Through Entity Enrichment | Oct 21, 2024 | Natural Language Queries | —Unverified | 0 |
| KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL | Oct 18, 2024 | Natural Language QueriesSQL Parsing | —Unverified | 0 |
| Large Language Models as Narrative-Driven Recommenders | Oct 17, 2024 | Movie RecommendationNatural Language Queries | —Unverified | 0 |
| CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning | Oct 14, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| 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 |
| Saliency-Guided DETR for Moment Retrieval and Highlight Detection | Oct 2, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| 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 |
| E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL | Sep 25, 2024 | Natural Language QueriesText to SQL | CodeCode Available | 2 |
| Modern Hopfield Networks meet Encoded Neural Representations -- Addressing Practical Considerations | Sep 24, 2024 | Natural Language QueriesRetrieval | —Unverified | 0 |
| DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL | Sep 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 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 |