Make Still Further Progress: Chain of Thoughts for Tabular Data Leaderboard

19 May 2025

Papers citing "Make Still Further Progress: Chain of Thoughts for Tabular Data Leaderboard"

8 / 8 papers shown

Title
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 170 4 0 17 Apr 2025
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery Vignesh Prabhakar Md Amirul Islam Adam Atanas Yansen Wang J. N. Han ... Rucha Apte Robert Clark Kang Xu Zihan Wang Kai Liu LRM 226 5 0 22 Mar 2025
Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets Tommaso Bendinelli Artur Dox Christian Holz LLMAG 116 3 0 09 Mar 2025
Understanding the Limits of Deep Tabular Methods with Temporal Shift Hao-Run Cai Han-Jia Ye AI4TS 113 4 0 27 Feb 2025
A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities Han-Jia Ye Si-Yang Liu Wei-Lun Chao 121 8 0 24 Feb 2025
AIDE: AI-Driven Exploration in the Space of Code Zhengyao Jiang Dominik Schmidt Dhruv Srikanth Dixing Xu Ian Kaplan Deniss Jacenko Yuxiang Wu 144 16 0 18 Feb 2025
Scalable In-Context Learning on Tabular Data via Retrieval-Augmented Large Language Models Xumeng Wen Shun Zheng Zhen Xu Yiming Sun Jiang Bian 80 2 0 05 Feb 2025
TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling Yury Gorishniy Akim Kotelnikov Artem Babenko LMTD MoE 276 13 0 31 Oct 2024