Are We Asking the Right Questions? On Ambiguity in Natural Language Queries for Tabular Data Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Gomm, Daniel, Wolff, Cornelius, Hulsebos, Madelon |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization
by: Li, Shuaimin, et al.
Published: (2024)
by: Li, Shuaimin, et al.
Published: (2024)
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap
by: Staniek, Michael, et al.
Published: (2023)
by: Staniek, Michael, et al.
Published: (2023)
SQaLe: A Large Text-to-SQL Corpus Grounded in Real Schemas
by: Wolff, Cornelius, et al.
Published: (2025)
by: Wolff, Cornelius, et al.
Published: (2025)
Towards Contextual Sensitive Data Detection
by: Telkamp, Liang, et al.
Published: (2025)
by: Telkamp, Liang, et al.
Published: (2025)
Text-to-SQL for Enterprise Data Analytics
by: Chen, Albert, et al.
Published: (2025)
by: Chen, Albert, et al.
Published: (2025)
Fine-Grained Table Retrieval Through the Lens of Complex Queries
by: Kosiuk, Wojciech, et al.
Published: (2026)
by: Kosiuk, Wojciech, et al.
Published: (2026)
Who's Asking? Simulating Role-Based Questions for Conversational AI Evaluation
by: Kaur, Navreet, et al.
Published: (2025)
by: Kaur, Navreet, et al.
Published: (2025)
eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables
by: Guanilo, Luis Antonio Gutiérrez, et al.
Published: (2025)
by: Guanilo, Luis Antonio Gutiérrez, et al.
Published: (2025)
BenchPress: A Human-in-the-Loop Annotation System for Rapid Text-to-SQL Benchmark Curation
by: Wenz, Fabian, et al.
Published: (2025)
by: Wenz, Fabian, et al.
Published: (2025)
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL
by: Askari, Arian, et al.
Published: (2024)
by: Askari, Arian, et al.
Published: (2024)
PleaSQLarify: Visual Pragmatic Repair for Natural Language Database Querying
by: Chan, Robin Shing Moon, et al.
Published: (2026)
by: Chan, Robin Shing Moon, et al.
Published: (2026)
FINER-SQL: Boosting Small Language Models for Text-to-SQL
by: Hoang, Thanh Dat, et al.
Published: (2026)
by: Hoang, Thanh Dat, et al.
Published: (2026)
Asking For It: Question-Answering for Predicting Rule Infractions in Online Content Moderation
by: Samory, Mattia, et al.
Published: (2025)
by: Samory, Mattia, et al.
Published: (2025)
A Multi-agent Text2SQL Framework using Small Language Models and Execution Feedback
by: Hoang, Thanh Dat, et al.
Published: (2025)
by: Hoang, Thanh Dat, et al.
Published: (2025)
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation
by: Tian, Yuan, et al.
Published: (2025)
by: Tian, Yuan, et al.
Published: (2025)
TARGET: Benchmarking Table Retrieval for Generative Tasks
by: Ji, Xingyu, et al.
Published: (2025)
by: Ji, Xingyu, et al.
Published: (2025)
Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries
by: Kumar, Harsh, et al.
Published: (2024)
by: Kumar, Harsh, et al.
Published: (2024)
Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data
by: Lai, Longbin, et al.
Published: (2025)
by: Lai, Longbin, et al.
Published: (2025)
GraphSeek: Next-Generation Graph Analytics with LLMs
by: Besta, Maciej, et al.
Published: (2026)
by: Besta, Maciej, et al.
Published: (2026)
Question Answering for Decisionmaking in Green Building Design: A Multimodal Data Reasoning Method Driven by Large Language Models
by: Li, Yihui, et al.
Published: (2024)
by: Li, Yihui, et al.
Published: (2024)
Speaking the Right Language: The Impact of Expertise Alignment in User-AI Interactions
by: Palta, Shramay, et al.
Published: (2025)
by: Palta, Shramay, et al.
Published: (2025)
Are We Asking the Right Questions?: Designing for Community Stakeholders' Interactions with AI in Policing
by: Haque, MD Romael, et al.
Published: (2024)
by: Haque, MD Romael, et al.
Published: (2024)
A Survey of Large Language Model Agents for Question Answering
by: Yue, Murong
Published: (2025)
by: Yue, Murong
Published: (2025)
AffectAI-Capture: A Reproducible Multimodal Protocol for Small-Group Meeting Research
by: Seikavandi, Meisam Jamshidi, et al.
Published: (2026)
by: Seikavandi, Meisam Jamshidi, et al.
Published: (2026)
A Protocol for KG Construction Tasks Involving Users
by: Junior, Ademar Crotti, et al.
Published: (2024)
by: Junior, Ademar Crotti, et al.
Published: (2024)
Towards the Human Digital Twin: Definition and Design -- A survey
by: Lauer-Schmaltz, Martin Wolfgang, et al.
Published: (2024)
by: Lauer-Schmaltz, Martin Wolfgang, et al.
Published: (2024)
Autograding Mathematical Induction Proofs with Natural Language Processing
by: Zhao, Chenyan, et al.
Published: (2024)
by: Zhao, Chenyan, et al.
Published: (2024)
Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support
by: Chiang, Sophie, et al.
Published: (2025)
by: Chiang, Sophie, et al.
Published: (2025)
NSP: A Neuro-Symbolic Natural Language Navigational Planner
by: English, William, et al.
Published: (2024)
by: English, William, et al.
Published: (2024)
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models
by: Pourreza, Mohammadreza, et al.
Published: (2024)
by: Pourreza, Mohammadreza, et al.
Published: (2024)
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
by: Zheng, Ziyang, et al.
Published: (2024)
by: Zheng, Ziyang, et al.
Published: (2024)
RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Models
by: Gunturu, Aditya, et al.
Published: (2024)
by: Gunturu, Aditya, et al.
Published: (2024)
EditScribe: Non-Visual Image Editing with Natural Language Verification Loops
by: Chang, Ruei-Che, et al.
Published: (2024)
by: Chang, Ruei-Che, et al.
Published: (2024)
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language
by: Faghihi, Hossein Rajaby, et al.
Published: (2024)
by: Faghihi, Hossein Rajaby, et al.
Published: (2024)
Keeping Users Engaged During Repeated Administration of the Same Questionnaire: Using Large Language Models to Reliably Diversify Questions
by: Yun, Hye Sun, et al.
Published: (2023)
by: Yun, Hye Sun, et al.
Published: (2023)
Speculative Ad-hoc Querying
by: Li, Haoyu, et al.
Published: (2025)
by: Li, Haoyu, et al.
Published: (2025)
Adoption of Explainable Natural Language Processing: Perspectives from Industry and Academia on Practices and Challenges
by: Dhaini, Mahdi, et al.
Published: (2025)
by: Dhaini, Mahdi, et al.
Published: (2025)
Generative User-Experience Research for Developing Domain-specific Natural Language Processing Applications
by: Zhukova, Anastasia, et al.
Published: (2023)
by: Zhukova, Anastasia, et al.
Published: (2023)
Uncertainty, Vagueness, and Ambiguity in Human-Robot Interaction: Why Conceptualization Matters
by: Sun, Xiaowen, et al.
Published: (2026)
by: Sun, Xiaowen, et al.
Published: (2026)
Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models
by: Soni, Nikita, et al.
Published: (2026)
by: Soni, Nikita, et al.
Published: (2026)
Similar Items
-
Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization
by: Li, Shuaimin, et al.
Published: (2024) -
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap
by: Staniek, Michael, et al.
Published: (2023) -
SQaLe: A Large Text-to-SQL Corpus Grounded in Real Schemas
by: Wolff, Cornelius, et al.
Published: (2025) -
Towards Contextual Sensitive Data Detection
by: Telkamp, Liang, et al.
Published: (2025) -
Text-to-SQL for Enterprise Data Analytics
by: Chen, Albert, et al.
Published: (2025)