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Towards Better Serialization of Tabular Data for Few-shot Classification with Large Language Models
18 December 2023
Sukriti Jaitly
Tanay Shah
Ashish Shugani
Razik Singh Grewal
LMTD
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Papers citing
"Towards Better Serialization of Tabular Data for Few-shot Classification with Large Language Models"
8 / 8 papers shown
Serialized EHR make for good text representations
Zhirong Chou
Quan Qin
Shi Li
94
0
0
11 Oct 2025
Large Language Models as Universal Predictors? An Empirical Study on Small Tabular Datasets
Nikolaos Pavlidis
V. Perifanis
Symeon Symeonidis
P. Efraimidis
96
0
0
24 Aug 2025
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
Eyal German
Sagiv Antebi
Daniel Samira
A. Shabtai
Yuval Elovici
159
0
0
23 Jul 2025
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data
Zhiqiang Tang
Zihan Zhong
Tong He
Gerald Friedland
381
4
0
19 Dec 2024
Improving LLM Group Fairness on Tabular Data via In-Context Learning
Valeriia Cherepanova
Chia-Jung Lee
Nil-Jana Akpinar
Riccardo Fogliato
Martín Bertrán
Michael Kearns
James Zou
LMTD
404
4
0
05 Dec 2024
Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs
Faisal Hamman
Pasan Dissanayake
Saumitra Mishra
Freddy Lecue
Sanghamitra Dutta
AAML
283
3
0
04 Jul 2024
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning
Kyoka Ono
Simon A. Lee
LMTD
214
11
0
19 Jun 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey
Xi Fang
Weijie Xu
Fiona Anting Tan
Jiani Zhang
Ziqing Hu
Yanjun Qi
Scott Nickleach
Diego Socolinsky
Srinivasan H. Sengamedu
Christos Faloutsos
LMTD
ALM
532
167
0
27 Feb 2024
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