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Databases

36 directly classified papers

Papers per year

Papers

Adaptive and Robust Translation from Natural Language to Multi-model Query Languages ACL 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025
Structural Deep Encoding for Table Question Answering ACL 2025
STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025
Addressing Variability in Interlinear Glossed Texts with Linguistic Linked Data ACL 2025
Searchable Language Documentation Corpora: DoReCo meets TEITOK ACL 2025
Mind the Query: A Benchmark Dataset towards Text2Cypher Task EMNLP 2025
Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025
QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025
RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025
Croissant: A Metadata Format for ML-Ready Datasets NIPS 2024
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ACL 2024
Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024
CiteAssist: A System for Automated Preprint Citation and BibTeX Generation ACL 2024
UQE: A Query Engine for Unstructured Databases NIPS 2024
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NIPS 2024
BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NIPS 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NIPS 2024
trajdata: A Unified Interface to Multiple Human Trajectory Datasets NIPS 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures ACL 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023