Selecting and generating web search based features using small language models for tabular data classification

Meta-Masked Generative Models: A Unified Framework for Generating, Selecting, and Optimizing Masking Mechanisms
Jincheng Zhang
Zenodo21 Oct 2026PreprintCC BY 4.0Full textZenodo
Meta Non-Autoregressive Models: A Framework for Generating, Selecting, and Adapting Non-Autoregressive Generation Mechanisms
Jincheng Zhang
Zenodo21 Oct 2026PreprintCC BY 4.0Full textZenodo
Adaptive Liquid State-Space Networks: A Novel Neuro-Dynamic Architecture for Tabular Classification with Application to Anemia Diagnosis
Kubilay Muhammed Sunnetci, Faruk Enes Oguz, Ahmet Alkan +2
Diagnostics (Basel, Switzerland)1 Oct 2026Peer-reviewedCC BYFull textGeneral medicineEurope PMC
Knowing When Not to Predict: Selective Classification under Feature Missingness in Tabular Machine Learning
Lucas Bittencourt Moraes Rego
Zenodo22 Oct 2026PreprintCC BY 4.0Full textZenodo
Injury risk classification from feature grouped tabular athlete data using deep neural networks: a cross sectional benchmark study.
Han Yan, Xiaoqiao Sun
BMC sports science, medicine & rehabilitation1 Jul 2026Peer-reviewedCC BY-NC-NDFull textSurgery & anaesthesiaEurope PMCDOAJ

Cite

BibTeX

@article{inan2026selecting,
  title = {{Selecting and generating web search based features using small language models for tabular data classification}},
  author = {Emrah Inan and Damla Oguz},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-75169-w},
  url = {https://www.nature.com/articles/s41598-026-75169-w},
  note = {CC BY-NC-ND 4.0},
}

RIS

TY  - JOUR
TI  - Selecting and generating web search based features using small language models for tabular data classification
AU  - Emrah Inan
AU  - Damla Oguz
PY  - 2026
DA  - 2026/10/11
JO  - Scientific Reports
DO  - 10.1038/s41598-026-75169-w
UR  - https://www.nature.com/articles/s41598-026-75169-w
SN  - 2045-2322
ER  -

Related

Cite