Image de couverture de livre

Towards Question Answering over Large Semi-structured Tables

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Yuxiang, Gan, Junhao, Qi, Jianzhong
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence Databases
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering
par: Wang, Yuxiang, et autres
Publié: (2024)

Text to Query Plans for Question Answering on Large Tables
par: Zhang, Yipeng, et autres
Publié: (2025)

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

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
par: Abdallah, Hussein, et autres
Publié: (2026)

Towards Synthesizing High-Dimensional Tabular Data with Limited Samples
par: Li, Zuqing, et autres
Publié: (2025)

Memory-QA: Answering Recall Questions Based on Multimodal Memories
par: Jiang, Hongda, et autres
Publié: (2025)

Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets
par: Pan, Jiqun, et autres
Publié: (2025)

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
par: Luo, Haoran, et autres
Publié: (2025)

TableLlama: Towards Open Large Generalist Models for Tables
par: Zhang, Tianshu, et autres
Publié: (2023)

Enhancing Temporal Understanding in LLMs for Semi-structured Tables
par: Deng, Irwin, et autres
Publié: (2024)

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

Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context
par: Chen, Jianfang, et autres
Publié: (2025)

CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era
par: Feng, Yanlin, et autres
Publié: (2024)

ST-Raptor: LLM-Powered Semi-Structured Table Question Answering
par: Tang, Zirui, et autres
Publié: (2025)

Weakly Supervised Text-to-SQL Parsing through Question Decomposition
par: Wolfson, Tomer, et autres
Publié: (2021)

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
par: Jin, Rihui, et autres
Publié: (2024)

MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents
par: Wolfson, Tomer, et autres
Publié: (2025)

NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
par: Liang, Yuanyuan, et autres
Publié: (2024)

Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
par: Liu, Shuqi, et autres
Publié: (2025)

Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework
par: Li, Zhenyu, et autres
Publié: (2022)

Graph Query Generation with Constraint-guided Large Language Agents
par: Wang, Mengying, et autres
Publié: (2026)

Accurate Table Question Answering with Accessible LLMs
par: Jiang, Yangfan, et autres
Publié: (2026)

RuCCoD: Towards Automated ICD Coding in Russian
par: Nesterov, Aleksandr, et autres
Publié: (2025)

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
par: Liang, Yuanyuan, et autres
Publié: (2024)

PURPLE: Making a Large Language Model a Better SQL Writer
par: Ren, Tonghui, et autres
Publié: (2024)

Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems
par: Rossiello, Gaetano, et autres
Publié: (2026)

SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
par: Sun, Ruoxi, et autres
Publié: (2023)

Generating Tables from the Parametric Knowledge of Language Models
par: Berkovitch, Yevgeni, et autres
Publié: (2024)

Structure Guided Large Language Model for SQL Generation
par: Zhang, Qinggang, et autres
Publié: (2024)

Are Large Language Models the New Interface for Data Pipelines?
par: Junior, Sylvio Barbon, et autres
Publié: (2024)

Are Large Language Models a Good Replacement of Taxonomies?
par: Sun, Yushi, et autres
Publié: (2024)

Training Table Question Answering via SQL Query Decomposition
par: Mouravieff, Raphaël, et autres
Publié: (2024)

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
par: Zhang, Shaolei, et autres
Publié: (2025)

A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
par: Shang, Wenbo, et autres
Publié: (2024)

Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study
par: Wu, Yang, et autres
Publié: (2024)

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
par: Sui, Songyuan, et autres
Publié: (2025)

RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models
par: Satriani, Dario, et autres
Publié: (2025)

StorageXTuner: An LLM Agent-Driven Automatic Tuning Framework for Heterogeneous Storage Systems
par: Lin, Qi, et autres
Publié: (2025)

Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors
par: Scaria, Nicy, et autres
Publié: (2025)

SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
par: Safdarian, AmirHossein, et autres
Publié: (2025)