SynDiSC: High-Quality Tabular Data Synthesis with Distributional and Semantic Consistency.

@inproceedings{wu-2026-syndisc, author = {Fan Wu and Takehiro Yamamoto and Fan Wu and Takehiro Yamamoto and Haoye Pan and Katsumi Tanaka and Haoye Pan and Katsumi Tanaka and Hao Wu and Kai Qian and Shucheng Li and Feng Lyu}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{SynDiSC: High-Quality Tabular Data Synthesis with Distributional and Semantic Consistency}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {1994--2004}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809705}, doi = {https://doi.org/10.1145/3805712.3809705} }