Cover Image

Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Feng, Lan, Hai, Luo, Hui, Bao, Zhifeng, Wang, Xiaoli, Culpepper, J. Shane, Sadiq, Shazia
Format:	Preprint
Published:	2026
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution
by: Ji, Daomin, et al.
Published: (2024)

Dataset Discovery via Line Charts
by: Ji, Daomin, et al.
Published: (2024)

Unified Data Discovery across Query Modalities and User Intents
by: Wang, Tingting, et al.
Published: (2026)

Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach
by: Lee, Ge, et al.
Published: (2026)

Distinctiveness Maximization in Datasets Assemblage
by: Wang, Tingting, et al.
Published: (2024)

Training Table Question Answering via SQL Query Decomposition
by: Mouravieff, Raphaël, et al.
Published: (2024)

Benchmarking RL-Enhanced Spatial Indices Against Traditional, Advanced, and Learned Counterparts
by: Liu, Guanli, et al.
Published: (2025)

Accurate Table Question Answering with Accessible LLMs
by: Jiang, Yangfan, et al.
Published: (2026)

AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora
by: Lan, Hai, et al.
Published: (2026)

LEARNT: A Practical Estimator for Cardinality of LIKE Queries with Formal Accuracy Guarantees
by: Lan, Hai, et al.
Published: (2026)

MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
by: Lin, Teng, et al.
Published: (2025)

Text to Query Plans for Question Answering on Large Tables
by: Zhang, Yipeng, et al.
Published: (2025)

Towards Question Answering over Large Semi-structured Tables
by: Wang, Yuxiang, et al.
Published: (2025)

STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases
by: Maddela, Mounica, et al.
Published: (2025)

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

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

TabTracer: Monte Carlo Tree Search for Complex Table Reasoning with Large Language Models
by: Luo, Zhizhao, et al.
Published: (2026)

An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
by: Wang, Mengzhao, et al.
Published: (2024)

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

SciEGQA: A Dataset for Scientific Evidence-Grounded Question Answering and Reasoning
by: Yu, Wenhan, et al.
Published: (2025)

Halo: Domain-Aware Query Optimization for Long-Context Question Answering
by: Chunduri, Pramod, et al.
Published: (2026)

DataFactory: Collaborative Multi-Agent Framework for Advanced Table Question Answering
by: Wang, Tong, et al.
Published: (2026)

Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets
by: Pan, Jiqun, et al.
Published: (2025)

From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning
by: Feng, Yichao, et al.
Published: (2025)

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
by: Luo, Haoran, et al.
Published: (2025)

SCARE: A Benchmark for SQL Correction and Question Answerability Classification for Reliable EHR Question Answering
by: Lee, Gyubok, et al.
Published: (2025)

Multi-hop Question Answering over Knowledge Graphs using Large Language Models
by: Chakraborty, Abir
Published: (2024)

QirK: Question Answering via Intermediate Representation on Knowledge Graphs
by: Scheerer, Jan Luca, et al.
Published: (2024)

TCM-Ladder: A Benchmark for Multimodal Question Answering on Traditional Chinese Medicine
by: Xie, Jiacheng, et al.
Published: (2025)

Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service
by: Potdar, Saloni, et al.
Published: (2025)

Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
by: Chen, Minxiao, et al.
Published: (2024)

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition
by: Nahid, Md Mahadi Hasan, et al.
Published: (2024)

MQRLD: A Multimodal Data Retrieval Platform with Query-aware Feature Representation and Learned Index Based on Data Lake
by: Sheng, Ming, et al.
Published: (2024)

Memory-QA: Answering Recall Questions Based on Multimodal Memories
by: Jiang, Hongda, et al.
Published: (2025)

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

Retrieval Augmented Generation using Engineering Design Knowledge
by: Siddharth, L., et al.
Published: (2023)

Weakly Supervised Text-to-SQL Parsing through Question Decomposition
by: Wolfson, Tomer, et al.
Published: (2021)

Octopus: A Lightweight Entity-Aware System for Multi-Table Data Discovery and Cell-Level Retrieval
by: Li, Wen-Zhi, et al.
Published: (2026)

Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows
by: Luo, Tianqi, et al.
Published: (2026)

Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
by: Allemang, Dean, et al.
Published: (2024)