SemExplorer: A User Interface for Semantic Approach to Customized Dataset Search
Summary: SemExplorer offers a semantic UI for dataset search; NL queries are parsed by LLMs and translated into vectors and statistical filters. Context-dependent highlighting guides discovery and improves precision; a demo is online. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Zixin Wei (Chinese University of Hong Kong)
- 2. Jun Han (Hong Kong University of Science and Technology)
- 3. Xiaolin Han (Northwestern Polytechnical University)
- 4. Chenhao Ma (Chinese University of Hong Kong)
BibTeX Citation
@inproceedings{wei_sigmod25,
title = {{SemExplorer: A User Interface for Semantic Approach to Customized Dataset Search}},
author = {Wei, Zixin and Han, Jun and Han, Xiaolin and Ma, Chenhao},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3722212.3725133},
url = {https://dl.acm.org/doi/10.1145/3722212.3725133},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,073 | Revisiting Task-Oriented Dataset Search in the Era of Large Language Models: Challenges, Benchmark, and Solution | 2026 | VLDB | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,898 | Automated Relational Data Explanation using External Semantic Knowledge | 2022 | VLDB |
| 2 | 2,648 | Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration | 2014 | SIGMOD |
| 3 | 2,273 | A Platform for Personal Information Management and Integration | 2005 | CIDR |
| 4 | 1,921 | QUEST: A Keyword Search System for Relational Data based on Semantic and Machine Learning Techniques | 2013 | VLDB |
| 5 | 10,144 | Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics | 2026 | CIDR |
| 6 | 9,550 | SQuID: Semantic Similarity-Aware Query Intent Discovery | 2018 | SIGMOD |
| 7 | 10,858 | Sema: A High-performance System for LLM-based Semantic Query Processing | 2026 | VLDB |
| 8 | 5,501 | SemBench: A Benchmark for Semantic Query Processing Engines | 2026 | VLDB |
| 9 | 10,422 | Bridging the Gap: Cardinality Estimation for Semantic Queries on Unstructured Data | 2026 | SIGMOD |
| 10 | 11,038 | Semantic Data Systems: From Data Management to Data Understanding | 2026 | VLDB |