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20232026
most citedText-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

6 citations · 8 across the 7 of their papers we have counts for

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cs.AI2026

ISEE: Interactive Semantic Enrichment for Database Fields

Yuan Tian, Yiru Chen, Rakesh R. Menon +8

LLM-based agents are increasingly being deployed for data-related tasks, including data sense-making, exploration, and retrieval. However, their performance heavily depends on the…

cs.IR2026

SCARV: Structure-Constrained Aggregation for Stable Sample Ranking in Redundant NLP Datasets

Xu Zheng, Feiyu Wu, Linhong Wu +2

Sample-level rankings are increasingly used in data-centric NLP for analysis, filtering, debugging, and curation, yet existing pipelines typically score training examples pointwise…