Cover Image

LLMs-Powered Accurate Extraction, Querying and Intelligent Management of Literature derived 2D Materials Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shang, Lijun, Yu, Yadong, Kang, Wenqiang, Zhou, Jian, Gao, Dongyue, Xiang, Pan, Liu, Zhe, Dai, Mengyan, Guo, Zhonglu, Sun, Zhimei
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Materials Science Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Query Rewriting via LLMs
by: Dharwada, Sriram, et al.
Published: (2025)

Analytical Queries for Unstructured Data
by: Kang, Daniel
Published: (2025)

PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression
by: Hurst, Aaron, et al.
Published: (2024)

The Unreasonable Effectiveness of LLMs for Query Optimization
by: Akioyamen, Peter, et al.
Published: (2024)

Query Logs Analytics: A Aystematic Literature Review
by: Lanasri, Dihia
Published: (2025)

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

Expressive Power and Complexity Results for SIGNAL, an Industry-scale Process Query Language
by: Kampik, Timotheus, et al.
Published: (2023)

TLSQL: Table Learning Structured Query Language
by: Chen, Feiyang, et al.
Published: (2026)

An Extensible and Verifiable Language for Query Rewrite Rules
by: Pan, Sicheng, et al.
Published: (2026)

Robust Recursive Query Parallelism in Graph Database Management Systems
by: Chakraborty, Anurag, et al.
Published: (2025)

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
by: Sui, Songyuan, et al.
Published: (2025)

PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy
by: Wang, Leixia, et al.
Published: (2024)

Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method
by: Guo, Zhixin, et al.
Published: (2024)

LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data
by: Hu, Chuxuan, et al.
Published: (2025)

Xpose: Bi-directional Engineering for Hidden Query Extraction
by: Pradhan, Ahana, et al.
Published: (2025)

DP-S4S: Accurate and Scalable Select-Join-Aggregate Query Processing with User-Level Differential Privacy
by: Qiu, Yuan, et al.
Published: (2026)

ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management
by: Gao, Peng, et al.
Published: (2022)

Limitations of Validity Intervals in Data Freshness Management
by: Kang, Kyoung-Don
Published: (2024)

NeedleDB: A Generative-AI Based System for Accurate and Efficient Image Retrieval using Complex Natural Language Queries
by: Erfanian, Mahdi, et al.
Published: (2026)

Research Challenges in Relational Database Management Systems for LLM Queries
by: Akillioglu, Kerem, et al.
Published: (2025)

Transforming Agriculture with Intelligent Data Management and Insights
by: Pan, Yu, et al.
Published: (2023)

A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
by: Shang, Wenbo, et al.
Published: (2024)

Data Governance and Data Management in Operations and Supply Chain: A Literature Review
by: Li, Xuejiao, et al.
Published: (2024)

Query Repairs
by: Cate, Balder ten, et al.
Published: (2025)

PLOP: Cost-Based Placement of Semantic Operators in Hybrid Query Plans
by: Mang, Qiuyang, et al.
Published: (2026)

Consistent Query Answering for Primary Keys and Conjunctive Queries with Counting
by: Khalfioui, Aziz Amezian El, et al.
Published: (2022)

Exqutor: Extended Query Optimizer for Vector-augmented Analytical Queries
by: Kim, Hyunjoon, et al.
Published: (2025)

Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases
by: Zhang, Xiang, et al.
Published: (2024)

AmbiGraph-Eval: Can LLMs Effectively Handle Ambiguous Graph Queries?
by: Tian, Yuchen, et al.
Published: (2025)

Automated Extraction of Mechanical Constitutive Models from Scientific Literature using Large Language Models: Applications in Cultural Heritage Conservation
by: Hu, Rui, et al.
Published: (2026)

Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms
by: Abramovich, Omer, et al.
Published: (2025)

AQETuner: Reliable Query-level Configuration Tuning for Analytical Query Engines
by: Chen, Lixiang, et al.
Published: (2025)

Quantum Preference Query
by: Liu, Hao, et al.
Published: (2024)

Querying with Conflicts of Interest
by: Aryal, Nischal, et al.
Published: (2026)

Acyclic Conjunctive Regular Path Queries are no Harder than Corresponding Conjunctive Queries
by: Khamis, Mahmoud Abo, et al.
Published: (2025)

Efficient Query Rewrite Rule Discovery via Standardized Enumeration and Learning-to-Rank(extend)
by: Zhang, Yuan, et al.
Published: (2026)

A Dichotomy in the Complexity of Consistent Query Answering for Two Atom Queries With Self-Join
by: Padmanabha, Anantha, et al.
Published: (2023)

SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence
by: Jiang, Jie, et al.
Published: (2024)

Multi-turn Natural Language to Graph Query Language Translation
by: Liang, Yuanyuan, et al.
Published: (2025)

LIST: Learning to Index Spatio-Textual Data for Embedding based Spatial Keyword Queries
by: Yin, Ziqi, et al.
Published: (2024)