Cover Image

Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Allemang, Dean, Sequeda, Juan
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Databases Information Retrieval Logic in Computer Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ontological foundations for contrastive explanatory narration of robot plans
by: Olivares-Alarcos, Alberto, et al.
Published: (2025)

ST-Raptor: LLM-Powered Semi-Structured Table Question Answering
by: Tang, Zirui, et al.
Published: (2025)

A semantic approach to mapping the Provenance Ontology to Basic Formal Ontology
by: Prudhomme, Tim, et al.
Published: (2024)

The Common Core Ontologies
by: Jensen, Mark, et al.
Published: (2024)

Q${}^2$Forge: Minting Competency Questions and SPARQL Queries for Question-Answering Over Knowledge Graphs
by: Taghzouti, Yousouf, et al.
Published: (2025)

HCT-QA: A Benchmark for Question Answering on Human-Centric Tables
by: Ahmad, Mohammad S., et al.
Published: (2025)

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding
by: Jivani, Smit, et al.
Published: (2026)

VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health Records
by: Chung, Philip, et al.
Published: (2025)

Graph-Native Cognitive Memory for AI Agents: Formal Belief Revision Semantics for Versioned Memory Architectures
by: Park, Young Bin
Published: (2026)

SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph
by: Rangel, Julio C., et al.
Published: (2024)

Credentials in the Occupation Ontology
by: Beverley, John, et al.
Published: (2024)

Text-to-SQL Task-oriented Dialogue Ontology Construction
by: Vukovic, Renato, et al.
Published: (2025)

Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation
by: Stuhlmann, Linus, et al.
Published: (2025)

LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge
by: Mitra, Shaswata, et al.
Published: (2024)

Generating $SROI^-$ Ontologies via Knowledge Graph Query Embedding Learning
by: He, Yunjie, et al.
Published: (2024)

Queries With Exact Truth Values in Paraconsistent Description Logics
by: Bienvenu, Meghyn, et al.
Published: (2024)

Constructive Interpolation and Concept-Based Beth Definability for Description Logics via Sequents
by: Lyon, Tim S., et al.
Published: (2024)

QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL
by: Sun, Yinggang, et al.
Published: (2024)

From Questions to Queries: An AI-powered Multi-Agent Framework for Spatial Text-to-SQL
by: Kazazi, Ali Khosravi, et al.
Published: (2025)

GaussMaster: An LLM-based Database Copilot System
by: Zhou, Wei, et al.
Published: (2025)

Large language models as oracles for instantiating ontologies with domain-specific knowledge
by: Ciatto, Giovanni, et al.
Published: (2024)

The Design of an LLM-powered Unstructured Analytics System
by: Anderson, Eric, et al.
Published: (2024)

ChatPD: An LLM-driven Paper-Dataset Networking System
by: Xu, Anjie, et al.
Published: (2025)

Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems
by: Pham, Hoang, et al.
Published: (2025)

FinMetaMind: A Tech Blueprint on NLQ Systems for Financial Knowledge Search
by: Pant, Lalit, et al.
Published: (2026)

da Costa and Tarski meet Goguen and Carnap: a novel approach for ontological heterogeneity based on consequence systems
by: Rocha, Gabriel
Published: (2026)

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction
by: Kim, Soyeon, et al.
Published: (2025)

LLM-Enhanced Semantic Data Integration of Electronic Component Qualifications in the Aerospace Domain
by: De Santis, Antonio, et al.
Published: (2026)

LaPuda: LLM-Enabled Policy-Based Query Optimizer for Multi-modal Data
by: Wang, Yifan, et al.
Published: (2024)

LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs
by: Emonet, Vincent, et al.
Published: (2024)

eXpath: Explaining Knowledge Graph Link Prediction with Ontological Closed Path Rules
by: Sun, Ye, et al.
Published: (2024)

From Shapes to Shapes: Inferring SHACL Shapes for Results of SPARQL CONSTRUCT Queries (Extended Version)
by: Seifer, Philipp, et al.
Published: (2024)

The Sticky Path to Expressive Querying: Decidability of Navigational Queries under Existential Rules
by: Ostropolski-Nalewaja, Piotr, et al.
Published: (2024)

Cost-Based Semantics for Querying Inconsistent Weighted Knowledge Bases
by: Bienvenu, Meghyn, et al.
Published: (2024)

Middle Architecture Criteria
by: Beverley, John, et al.
Published: (2024)

Semiring Provenance for Lightweight Description Logics
by: Bourgaux, Camille, et al.
Published: (2023)

Database Querying under Missing Values Governed by Missingness Mechanisms
by: Bertossi, Leopoldo, et al.
Published: (2026)

A Horn extension of DL-Lite with NL data complexity
by: Arpasi, Janos, et al.
Published: (2026)

Reconciling Consistency-Based Diagnosis with Actual-Causality-Based Explanations
by: Bertossi, Leopoldo
Published: (2026)

Querying and Repairing Inconsistent Prioritized Knowledge Bases: Complexity Analysis and Links with Abstract Argumentation
by: Bienvenu, Meghyn, et al.
Published: (2020)