Table-To-Text generation and pre-training with TabT5

17 October 2022

Ewa Andrejczuk

Julian Martin Eisenschlos

Papers citing "Table-To-Text generation and pre-training with TabT5"

22 / 22 papers shown

Title
Generating Realistic Tabular Data with Large Language Models Dang Nguyen Sunil Gupta Kien Do Thin Nguyen Svetha Venkatesh LMTD SyDa 38 1 0 29 Oct 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 39 3 0 07 Oct 2024
Faithful Chart Summarization with ChaTS-Pi Syrine Krichene Francesco Piccinno Fangyu Liu Julian Martin Eisenschlos 32 1 0 29 May 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes Dingzirui Wang Longxu Dou Xuanliang Zhang Qingfu Zhu Wanxiang Che LRM 26 0 0 16 Feb 2024
Structsum Generation for Faster Text Comprehension Parag Jain Andreea Marzoca Francesco Piccinno ReLM 31 5 0 12 Jan 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Zilong Wang Hao Zhang Chun-Liang Li Julian Martin Eisenschlos Vincent Perot ... Lesly Miculicich Yasuhisa Fujii Jingbo Shang Chen-Yu Lee Tomas Pfister ReLM LMTD LRM 33 90 0 09 Jan 2024
Unifying Structured Data as Graph for Data-to-Text Pre-Training Shujie Li Liang Li Ruiying Geng Min Yang Binhua Li ... Wanwei He Shao Yuan Can Ma Fei Huang Yongbin Li LMTD 28 13 0 02 Jan 2024
Retrieval-Augmented Chain-of-Thought in Semi-structured Domains Vaibhav Mavi Abulhair Saparov Chen Zhao LRM 32 4 0 22 Oct 2023
DOMINO: A Dual-System for Multi-step Visual Language Reasoning Peifang Wang O. Yu. Golovneva Armen Aghajanyan Xiang Ren Muhao Chen Asli Celikyilmaz Maryam Fazel-Zarandi LRM 28 8 0 04 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 18 5 0 01 Oct 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning A. Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick K. L. Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 38 2 0 10 Aug 2023
HYTREL: Hypergraph-enhanced Tabular Data Representation Learning Pei Chen Soumajyoti Sarkar Leonard Lausen Balasubramaniam Srinivasan Sheng Zha Ruihong Huang George Karypis LMTD 23 33 0 14 Jul 2023
A survey of Generative AI Applications Roberto Gozalo-Brizuela Eduardo C. Garrido-Merchán 3DV MedIm 21 80 0 05 Jun 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering Vaishali Pal Andrew Yates Evangelos Kanoulas Maarten de Rijke LMTD 19 20 0 22 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 44 5 0 19 May 2023
Generative Table Pre-training Empowers Models for Tabular Prediction T. Zhang Shaowen Wang Shuicheng Yan Jian Li Qian Liu LMTD 22 38 0 16 May 2023
DePlot: One-shot visual language reasoning by plot-to-table translation Fangyu Liu Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Wenhu Chen Nigel Collier Yasemin Altun VLM ReLM LRM 27 88 0 20 Dec 2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick K. L. Ng William Yang Wang Zhiheng Huang AI4CE 22 4 0 17 Dec 2022
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 21 6 0 14 Dec 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 24 10 0 25 Jul 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 23 21 0 25 May 2022
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 67 94 0 09 Sep 2021