Cover Image

Transparent, Evaluable, and Accessible Data Agents: A Proof-of-Concept Framework

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Bahador, Nooshin
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation Patching
by: Bahador, Nooshin
Published: (2025)

Mechanistic Interpretability of Fine-Tuned Vision Transformers on Distorted Images: Decoding Attention Head Behavior for Transparent and Trustworthy AI
by: Bahador, Nooshin
Published: (2025)

Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study
by: Bahador, Nooshin, et al.
Published: (2025)

Safe, Untrusted, "Proof-Carrying" AI Agents: toward the agentic lakehouse
by: Tagliabue, Jacopo, et al.
Published: (2025)

Exploiting Formal Concept Analysis for Data Modeling in Data Lakes
by: Bendimerad, Anes, et al.
Published: (2024)

Semi-Supervised Anomaly Detection Pipeline for SOZ Localization Using Ictal-Related Chirp
by: Bahador, Nooshin, et al.
Published: (2025)

LLM/Agent-as-Data-Analyst: A Survey
by: Tang, Zirui, et al.
Published: (2025)

Arming Data Agents with Tribal Knowledge
by: Agarwal, Shubham, et al.
Published: (2026)

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
by: Zhu, Yizhang, et al.
Published: (2025)

MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
by: Lu, Jinwei, et al.
Published: (2026)

Is Agent Memory a Database? Rethinking Data Foundations for Long-Term AI Agent Memory
by: Orogat, Abdelghny, et al.
Published: (2026)

Interactive Data Harmonization with LLM Agents: Opportunities and Challenges
by: Santos, Aécio, et al.
Published: (2025)

A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs
by: Trajanoska, Milena, et al.
Published: (2025)

Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications
by: Aminnaseri, Moin, et al.
Published: (2026)

Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
by: Liu, Shu, et al.
Published: (2025)

SING-SQL: A Synthetic Data Generation Framework for In-Domain Text-to-SQL Translation
by: Caferoğlu, Hasan Alp, et al.
Published: (2025)

In-Context Adaptation to Concept Drift for Learned Database Operations
by: Zhu, Jiaqi, et al.
Published: (2025)

Querying Triadic Concepts through Partial or Complete Matching of Triples
by: Ruas, Pedro Henrique B., et al.
Published: (2024)

Managing FAIR Knowledge Graphs as Polyglot Data End Points: A Benchmark based on the rdf2pg Framework and Plant Biology Data
by: Brandizi, Marco, et al.
Published: (2025)

AI-Driven Frameworks for Enhancing Data Quality in Big Data Ecosystems: Error_Detection, Correction, and Metadata Integration
by: Elouataoui, Widad
Published: (2024)

Beyond Single-Modal Analytics: A Framework for Integrating Heterogeneous LLM-Based Query Systems for Multi-Modal Data
by: Li, Ruyu, et al.
Published: (2026)

FlexiDataGen: An Adaptive LLM Framework for Dynamic Semantic Dataset Generation in Sensitive Domains
by: Jelodar, Hamed, et al.
Published: (2025)

Autonomous Data Processing using Meta-Agents
by: Khurana, Udayan
Published: (2026)

Data Quality Awareness: A Journey from Traditional Data Management to Data Science Systems
by: Dong, Sijie, et al.
Published: (2024)

QUITE: A Query Rewrite System Beyond Rules with LLM Agents
by: Song, Yuyang, et al.
Published: (2025)

From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents
by: Zhu, Qiming, et al.
Published: (2026)

Common Data Format (CDF): A Standardized Format for Match-Data in Football (Soccer)
by: Anzer, Gabriel, et al.
Published: (2025)

AgenticData: An Agentic Data Analytics System for Heterogeneous Data
by: Sun, Ji, et al.
Published: (2025)

A Case for Computing on Unstructured Data
by: Sadia, Mushtari, et al.
Published: (2025)

ARCADE: A Real-Time Data System for Hybrid and Continuous Query Processing across Diverse Data Modalities
by: Yang, Jingyi, et al.
Published: (2025)

OptiMA: A Transaction-Based Framework with Throughput Optimization for Very Complex Multi-Agent Systems
by: Çalıkyılmaz, Umut, et al.
Published: (2025)

Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation
by: Fan, Yuankai, et al.
Published: (2024)

KIF: A Wikidata-Based Framework for Integrating Heterogeneous Knowledge Sources
by: Lima, Guilherme, et al.
Published: (2024)

AOP-Wiki EMOD 3.0: Data Model Expansions and Content Evaluation Framework for Using Agentic AI to Improve Integration between AOPs and New Approach Methodologies (NAMs)
by: Hench, Virginia K., et al.
Published: (2026)

PDX: A Data Layout for Vector Similarity Search
by: Kuffo, Leonardo, et al.
Published: (2025)

A System and Benchmark for LLM-based Q&A on Heterogeneous Data
by: Fokoue, Achille, et al.
Published: (2024)

Compliance Rating Scheme: A Data Provenance Framework for Generative AI Datasets
by: Bohacek, Matyas, et al.
Published: (2025)

Re-Thinking Process Mining in the AI-Based Agents Era
by: Berti, Alessandro, et al.
Published: (2024)

GRACE: A Dynamic Coreset Selection Framework for Large Language Model Optimization
by: Tang, Tianhao, et al.
Published: (2026)

TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes
by: Zhang, Chao, et al.
Published: (2025)