Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning

8 May 2022

Fei Wang

Papers citing "Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning"

34 / 34 papers shown

Title
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 43 0 0 02 Apr 2025
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics Atin Sakkeer Hussain LRM 73 0 0 18 Dec 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges Qin Liu Wenjie Mo Terry Tong Jiashu Xu Fei Wang Chaowei Xiao Muhao Chen AAML 31 4 0 30 Sep 2024
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists Tenghao Huang Donghee Lee John Sweeney Jiatong Shi Emily Steliotes Matthew Lange Jonathan May Muhao Chen 34 2 0 19 Sep 2024
Table-to-Text Generation with Pretrained Diffusion Models Aleksei S. Krylov Oleg D. Somov 40 1 0 10 Sep 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking Ting-Chih Chen Chia-Wei Tang Chris Thomas 42 3 0 18 Jul 2024
On the Robustness of Language Models for Tabular Question Answering Kushal Raj Bhandari Sixue Xing Soham Dan Jianxi Gao LMTD 44 3 0 18 Jun 2024
Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding Ukyo Honda Tatsushi Oka Peinan Zhang Masato Mita 42 1 0 17 Jun 2024
Facts-and-Feelings: Capturing both Objectivity and Subjectivity in Table-to-Text Generation Tathagata Dey Pushpak Bhattacharyya 21 0 0 15 Jun 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables Chaoxu Pang Yixuan Cao Chunhao Yang Ping Luo RALM LMTD 36 3 0 06 Jun 2024
Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo Barkavi Sundararajan S. Sripada Ehud Reiter LMTD 19 1 0 05 Apr 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 24 1 0 19 Feb 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
Rethinking Tabular Data Understanding with Large Language Models Tianyang Liu Fei Wang Muhao Chen ReLM LMTD LRM 29 13 0 27 Dec 2023
PixT3: Pixel-based Table-To-Text Generation Iñigo Alonso Eneko Agirre Mirella Lapata LMTD 19 5 0 16 Nov 2023
Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation Yifu Qiu Varun R. Embar Shay B. Cohen Benjamin Han 18 4 0 16 Nov 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
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Rongyu Cao Binhua Li Fei Huang Yongbin Li 17 3 0 20 Jun 2023
Robust Natural Language Understanding with Residual Attention Debiasing Fei Wang James Y. Huang Tianyi Yan Wenxuan Zhou Muhao Chen 29 10 0 28 May 2023
Schema-Driven Information Extraction from Heterogeneous Tables Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 13 10 0 23 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 44 5 0 19 May 2023
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation Xinze Li Yixin Cao Muhao Chen Aixin Sun 12 5 0 18 May 2023
Improving User Controlled Table-To-Text Generation Robustness Hanxu Hu Yunqing Liu Zhongyi Yu Laura Perez-Beltrachini 14 5 0 20 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 11 21 0 08 Feb 2023
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Mohit Bansal Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 17 10 0 16 Dec 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 47 36 0 22 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 53 30 0 22 Oct 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation Zekun Li Jina Kim Yao-Yi Chiang Muhao Chen 73 27 0 21 Oct 2022
STable: Table Generation Framework for Encoder-Decoder Models Michal Pietruszka M. Turski Łukasz Borchmann Tomasz Dwojak Gabriela Pałka Karolina Szyndler Dawid Jurkiewicz Lukasz Garncarek LMTD 20 17 0 08 Jun 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 23 135 0 19 May 2022
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 67 93 0 09 Sep 2021
Table-based Fact Verification with Salience-aware Learning Fei Wang Kexuan Sun Jay Pujara Pedro A. Szekely Muhao Chen LMTD 41 21 0 09 Sep 2021