Image de couverture de livre

Pneuma-Seeker: A Relational Reification Mechanism to Align AI Agents with Human Work over Relational Data

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Balaka, Muhammad Imam Luthfi, Hillesland, John, Badur, Kemal, Fernandez, Raul Castro
Format:	Preprint
Publié:	2026
Sujets:	Databases
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

The Pneuma Project: Reifying Information Needs as Relational Schemas to Automate Discovery, Guide Preparation, and Align Data with Intent
par: Balaka, Muhammad Imam Luthfi, et autres
Publié: (2026)

Demonstration of Pneuma-Seeker: Agentic System for Reifying and Fulfilling Information Needs on Tabular Data
par: Balaka, Muhammad Imam Luthfi, et autres
Publié: (2026)

Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System
par: Balaka, Muhammad Imam Luthfi, et autres
Publié: (2025)

Meta-Property Graphs: Extending Property Graphs with Metadata Awareness and Reification
par: Sadoughi, Sepehr, et autres
Publié: (2024)

Enabling Personal Dataflow Sovereignty via Bolt-on Data Escrow
par: Zhu, Zhiru, et autres
Publié: (2024)

Optimizing Relational Queries over Array-Valued Data in Columnar Systems
par: Zeblah, Maroua, et autres
Publié: (2026)

PrivPetal: Relational Data Synthesis via Permutation Relations
par: Cai, Kuntai, et autres
Publié: (2025)

DAgent: A Relational Database-Driven Data Analysis Report Generation Agent
par: Xu, Wenyi, et autres
Publié: (2025)

Relational Database Data Lineage Ontology
par: Dutkiewicz, Jakub, et autres
Publié: (2026)

F-IVM: Analytics over Relational Databases under Updates
par: Kara, Ahmet, et autres
Publié: (2023)

A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs
par: Trajanoska, Milena, et autres
Publié: (2025)

Transformer-based Ranking Approaches for Keyword Queries over Relational Databases
par: Martins, Paulo, et autres
Publié: (2025)

Saving Money for Analytical Workloads in the Cloud
par: Srivastava, Tapan, et autres
Publié: (2024)

Where Does Academic Database Research Go From Here?
par: Wu, Eugene, et autres
Publié: (2025)

Querying Graph-Relational Data
par: Sullivan, Michael J., et autres
Publié: (2025)

Programmable Dataflows: Abstraction and Programming Model for Data Sharing
par: Xia, Siyuan, et autres
Publié: (2024)

Relational to RDF Data Migration by Query Co-Evaluation
par: Wisnesky, Ryan, et autres
Publié: (2024)

SHARQ: Explainability Framework for Association Rules on Relational Data
par: Ben-Efraim, Hadar, et autres
Publié: (2024)

"Detective Work We Shouldn't Have to Do": Practitioner Challenges in Regulatory-Aligned Data Quality in Machine Learning Systems
par: Wang, Yichun, et autres
Publié: (2026)

Relational Playground: Teaching the Duality of Relational Algebra and SQL
par: Mior, Michael
Publié: (2023)

RelServe: Fast LLM Inference Serving on Relational Data
par: Zhang, Xin, et autres
Publié: (2025)

AMAZe: A Multi-Agent Zero-shot Index Advisor for Relational Databases
par: Li, Zhaodonghui, et autres
Publié: (2025)

Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents
par: Ma, Ruiying, et autres
Publié: (2026)

A Unified Metamodel for NoSQL and Relational Databases
par: Candel, Carlos J. Fernández, et autres
Publié: (2021)

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data
par: Wang, Ziting, et autres
Publié: (2025)

Relation-Stratified Sampling for Shapley Values Estimation in Relational Databases
par: Alizad, Amirhossein, et autres
Publié: (2025)

Tractable Conjunctive Queries over Static and Dynamic Relations
par: Kara, Ahmet, et autres
Publié: (2024)

From Schema to Signal: Retrieval-Augmented Modeling for Relational Data Analytics
par: Zeng, Lingze, et autres
Publié: (2026)

Publication and Maintenance of Relational Data in Enterprise Knowledge Graphs (Revised Version)
par: Vidal, Vânia Maria Ponte, et autres
Publié: (2026)

Time and Relations into Focus: Ontological Foundations of Object-Centric Event Data
par: Hooshyar, Hosna, et autres
Publié: (2025)

Rel: A Programming Language for Relational Data
par: Aref, Molham, et autres
Publié: (2025)

Benchmarking the Fidelity and Utility of Synthetic Relational Data
par: Hudovernik, Valter, et autres
Publié: (2024)

Within-Dataset Disclosure Risk for Differential Privacy
par: Zhu, Zhiru, et autres
Publié: (2023)

Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
par: Ranjan, Rishabh, et autres
Publié: (2025)

ChARLES: Change-Aware Recovery of Latent Evolution Semantics in Relational Data
par: He, Shiyi, et autres
Publié: (2024)

CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data
par: Ma, Rui, et autres
Publié: (2025)

Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models
par: Luttermann, Malte, et autres
Publié: (2024)

Optimizing LLM Queries in Relational Data Analytics Workloads
par: Liu, Shu, et autres
Publié: (2024)

AskDB: An LLM Agent for Natural Language Interaction with Relational Databases
par: Phan, Xuan-Quang, et autres
Publié: (2025)

Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation
par: Jivrajani, Madhav, et autres
Publié: (2026)