FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining

FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining

15 September 2021

Papers citing "FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining"

15 / 15 papers shown

Title
General Table Question Answering via Answer-Formula Joint Generation Zhongyuan Wang Richong Zhang Zhijie Nie LMTD 62 0 0 16 Mar 2025
Table Question Answering for Low-resourced Indic Languages Vaishali Pal Evangelos Kanoulas Andrew Yates Maarten de Rijke LMTD 21 0 0 04 Oct 2024
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models Yuzhang Tian Jianbo Zhao Haoyu Dong Junyu Xiong Shiyu Xia ... Yun Lin José Cambronero Yeye He Shi Han Dongmei Zhang LMTD 39 6 0 12 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 40 17 0 16 Jun 2024
HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding Rihui Jin Yu Li Guilin Qi Nan Hu Yuan-Fang Li Jiaoyan Chen Jianan Wang Yongrui Chen Dehai Min LMTD 17 0 0 28 Mar 2024
Training Table Question Answering via SQL Query Decomposition Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier ReLM LMTD 24 0 0 19 Feb 2024
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Elnaz Nouri Mohammad Raza Gust Verbruggen LMTD 8 9 0 26 Oct 2023
NameGuess: Column Name Expansion for Tabular Data Jiani Zhang Zhengyuan Shen Balasubramaniam Srinivasan Shen Wang Huzefa Rangwala George Karypis 13 4 0 19 Oct 2023
QTSumm: Query-Focused Summarization over Tabular Data Yilun Zhao Zhenting Qi Linyong Nan Boyu Mi Yixin Liu ... Ruizhe Chen Xiangru Tang Yumo Xu Dragomir R. Radev Arman Cohan RALM LMTD 22 1 0 23 May 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering Vaishali Pal Andrew Yates Evangelos Kanoulas Maarten de Rijke LMTD 11 20 0 22 May 2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning Qianying Liu Dongsheng Yang Wenjie Zhong Fei Cheng Sadao Kurohashi AIMat 15 0 0 12 May 2023
Bridge the Gap between Language models and Tabular Understanding Nuo Chen Linjun Shou Ming Gong Jian Pei Chenyu You Jianhui Chang Daxin Jiang Jia Li LMTD 13 6 0 16 Feb 2023
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering Tengxun Zhang Hongfei Xu Josef van Genabith Deyi Xiong Hongying Zan AIMat LRM 11 5 0 07 Nov 2022
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 172 53 0 15 Jul 2021
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding Shuai Peng Ke Yuan Liangcai Gao Zhi Tang AIMat 41 101 0 02 May 2021