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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018

24 September 2018

Papers citing "Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task"

50 / 840 papers shown

OsmT: Bridging OpenStreetMap Queries and Natural Language with Open-source Tag-aware Language Models

Raymond Chi-Wing Wong

VLM

105

04 Dec 2025

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

...

123

03 Dec 2025

Thucy: An LLM-based Multi-Agent System for Claim Verification across Relational Databases

Michael Theologitis

Dan Suciu

LLMAG

02 Dec 2025

Table as a Modality for Large Language Models

...

286

30 Nov 2025

TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation

Henrijs Princis

Arindam Sharma

Cristina David

27 Nov 2025

Beyond Query-Level Comparison: Fine-Grained Reinforcement Learning for Text-to-SQL with Automated Interpretable Critiques

27 Nov 2025

Generating Querying Code from Text for Multi-Modal Electronic Health Record

Mengliang ZHang

112

25 Nov 2025

SLMFix: Leveraging Small Language Models for Error Fixing with Reinforcement Learning

133

24 Nov 2025

Skeletons Matter: Dynamic Data Augmentation for Text-to-Query

122

24 Nov 2025

Lost in Translation and Noise: A Deep Dive into the Failure Modes of VLMs on Real-World Tables

122

21 Nov 2025

AskDB: An LLM Agent for Natural Language Interaction with Relational Databases

108

20 Nov 2025

RAG-Driven Data Quality Governance for Enterprise ERP Systems

112

18 Nov 2025

Node-Level Uncertainty Estimation in LLM-Generated SQL

Hilaf Hasson

Ruocheng Guo

142

17 Nov 2025

Exploring Multi-Table Retrieval Through Iterative Search

118

17 Nov 2025

Prompt Engineering Techniques for Context-dependent Text-to-SQL in ArabicIEEE International Joint Conference on Neural Network (IJCNN), 2025

114

16 Nov 2025

Generative Caching for Structurally Similar Prompts and Responses

163

14 Nov 2025

InData: Towards Secure Multi-Step, Tool-Based Data Analysis

Karthikeyan K

Raghuveer Thirukovalluru

Bhuwan Dhingra

David Edwin Carlson

SyDa

130

14 Nov 2025

Bench360: Benchmarking Local LLM Inference from 360 Degrees

Linus Stuhlmann

Mauricio Fadel Argerich

Jonathan Fürst

ELM

115

12 Nov 2025

Prompt Tuning for Natural Language to SQL with Embedding Fine-Tuning and RAG

120

11 Nov 2025

A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs

Milena Trajanoska

Riste Stojanov

D. Trajanov

09 Nov 2025

BAPPA: Benchmarking Agents, Plans, and Pipelines for Automated Text-to-SQL Generation

A. K. M. Mahbubur Rahman

Amin Ahsan Ali

AI4TS

223

06 Nov 2025

Are We Asking the Right Questions? On Ambiguity in Natural Language Queries for Tabular Data Analysis

537

06 Nov 2025

GEMMA-SQL: A Novel Text-to-SQL Model Based on Large Language Models

120

05 Nov 2025

PublicAgent: Multi-Agent Design Principles From an LLM-Based Open Data Analysis Framework

169

04 Nov 2025

REaR: Retrieve, Expand and Refine for Effective Multitable Retrieval

331

02 Nov 2025

MARS-SQL: A multi-agent reinforcement learning framework for Text-to-SQL

02 Nov 2025

ORANGE: An Online Reflection ANd GEneration framework with Domain Knowledge for Text-to-SQL

165

02 Nov 2025

Reliable Curation of EHR Dataset via Large Language Models under Environmental Constraints

02 Nov 2025

SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness GapsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025

143

31 Oct 2025

QCoder Benchmark: Bridging Language Generation and Quantum Hardware through Simulator-Based Feedback

...

257

30 Oct 2025

Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration

234

30 Oct 2025

Questionnaire meets LLM: A Benchmark and Empirical Study of Structural Skills for Understanding Questions and Responses

Duc-Hai Nguyen

Vijayakumar Nanjappan

Barry O'Sullivan

Hoang D. Nguyen

125

30 Oct 2025

MTIR-SQL: Multi-turn Tool-Integrated Reasoning Reinforcement Learning for Text-to-SQL

132

29 Oct 2025

TEXT2DB: Integration-Aware Information Extraction with Large Language Model AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

138

28 Oct 2025

Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks

126

28 Oct 2025

DCMM-SQL: Automated Data-Centric Pipeline and Multi-Model Collaboration Training for Text-to-SQL Model

149

27 Oct 2025

Falcon: A Comprehensive Chinese Text-to-SQL Benchmark for Enterprise-Grade Evaluation

23 Oct 2025

Finding the Sweet Spot: Trading Quality, Cost, and Speed During Inference-Time LLM Reflection

105

23 Oct 2025

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

...

224

22 Oct 2025

DynaQuery: A Self-Adapting Framework for Querying Structured and Multimodal Data

Aymane Hassini

20 Oct 2025

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

175

19 Oct 2025

Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards

197

18 Oct 2025

Declarative Techniques for NL Queries over Heterogeneous Data

133

18 Oct 2025

Agentic NL2SQL to Reduce Computational Costs

Dominik Jehle

Lennart Purucker

Frank Hutter

137

16 Oct 2025

Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL

Md Mahadi Hasan Nahid

130

16 Oct 2025

FinAI Data Assistant: LLM-based Financial Database Query Processing with the OpenAI Function Calling API

219

15 Oct 2025

Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference

328

15 Oct 2025

MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training

12 Oct 2025

AGENTIQL: An Agent-Inspired Multi-Expert Framework for Text-to-SQL Generation

Omid Reza Heidari

Siobhan Reid

Yassine Yaakoubi

142

12 Oct 2025

BenchPress: A Human-in-the-Loop Annotation System for Rapid Text-to-SQL Benchmark Curation

11 Oct 2025