Copertina

SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Yunfan, Li, Changlun, Luo, Yuyu, Tang, Nan
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language Databases Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches
di: Wu, Renzhi, et al.
Pubblicazione: (2024)

Sketched Sum-Product Networks for Joins
di: Tsan, Brian, et al.
Pubblicazione: (2025)

Prompt Valuation Based on Shapley Values
di: Liu, Hanxi, et al.
Pubblicazione: (2023)

TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
di: Khatiwada, Aamod, et al.
Pubblicazione: (2024)

Optimal Matrix Sketching over Sliding Windows
di: Yin, Hanyan, et al.
Pubblicazione: (2024)

Learning-based Sketches for Frequency Estimation in Data Streams without Ground Truth
di: Yuan, Xinyu, et al.
Pubblicazione: (2024)

Matrix Product Sketching via Coordinated Sampling
di: Daliri, Majid, et al.
Pubblicazione: (2025)

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs
di: Zhou, Wei, et al.
Pubblicazione: (2026)

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
di: Aytes, Simon A., et al.
Pubblicazione: (2025)

MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
di: Lin, Teng, et al.
Pubblicazione: (2025)

EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
di: Zhu, Yizhang, et al.
Pubblicazione: (2025)

Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning
di: Xing, Junjie, et al.
Pubblicazione: (2024)

Query Performance Explanation through Large Language Model for HTAP Systems
di: Xiu, Haibo, et al.
Pubblicazione: (2024)

MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases
di: Lin, Zhisheng, et al.
Pubblicazione: (2024)

Pruning Minimal Reasoning Graphs for Efficient Retrieval-Augmented Generation
di: Wang, Ning, et al.
Pubblicazione: (2026)

Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
di: Zhang, Xiang, et al.
Pubblicazione: (2026)

ImputeGAP: A Comprehensive Library for Time Series Imputation
di: Nater, Quentin, et al.
Pubblicazione: (2025)

Guided Sketch-Based Program Induction by Search Gradients
di: Amin, Ahmad Ayaz
Pubblicazione: (2024)

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
di: Luo, Yujie, et al.
Pubblicazione: (2024)

Tackling prediction tasks in relational databases with LLMs
di: Wydmuch, Marek, et al.
Pubblicazione: (2024)

Duplicate Detection with GenAI
di: Ormesher, Ian
Pubblicazione: (2024)

Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment
di: Wang, Luyao, et al.
Pubblicazione: (2024)

GNN: Graph Neural Network and Large Language Model for Data Discovery
di: Hoang, Thomas
Pubblicazione: (2024)

Q-NL Verifier: Leveraging Synthetic Data for Robust Knowledge Graph Question Answering
di: Schwabe, Tim, et al.
Pubblicazione: (2025)

ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
di: Qi, Yanlin, et al.
Pubblicazione: (2026)

From Source to Target: Leveraging Transfer Learning for Predictive Process Monitoring in Organizations
di: Weinzierl, Sven, et al.
Pubblicazione: (2025)

Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges
di: Wu, Xiaofeng, et al.
Pubblicazione: (2025)

DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching
di: Xu, Zicheng, et al.
Pubblicazione: (2025)

Guess & Sketch: Language Model Guided Transpilation
di: Lee, Celine, et al.
Pubblicazione: (2023)

Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches
di: Zhu-Tian, Chen, et al.
Pubblicazione: (2024)

QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
di: Manatkar, Abhijit, et al.
Pubblicazione: (2024)

End-to-end Text-to-SQL Generation within an Analytics Insight Engine
di: Maamari, Karime, et al.
Pubblicazione: (2024)

PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs
di: Gundabathula, Satya K, et al.
Pubblicazione: (2024)

LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning
di: Lin, Xiaotian, et al.
Pubblicazione: (2025)

SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads
di: Lao, Jiale, et al.
Pubblicazione: (2025)

R-Bot: An LLM-based Query Rewrite System
di: Sun, Zhaoyan, et al.
Pubblicazione: (2024)

A Generative AI Framework for Intelligent Utility Billing CO 2 Analytics and Sustainable Resource Optimisation
di: Manjunath, Pavan, et al.
Pubblicazione: (2026)

Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay
di: Liu, Ruiheng, et al.
Pubblicazione: (2024)

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
di: Tang, Zirui, et al.
Pubblicazione: (2026)

ProofSketch: Efficient Verified Reasoning for Large Language Models
di: Sheshanarayana, Disha, et al.
Pubblicazione: (2025)