LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation
via Logic Form Control

LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control

6 February 2023

Zhenting Qi

Lorenzo Jaime Yu Flores

Dragomir R. Radev

Papers citing "LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control"

10 / 10 papers shown

Title
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 49 1 0 14 Mar 2025
Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models Sahar Iravani Tim . O . F Conrad LMTD 34 0 0 15 Oct 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation Zeyao Ma Bohan Zhang Jing Zhang Jifan Yu Xiaokang Zhang Xiaohan Zhang Sijia Luo Xi Wang Jie Tang LMTD 62 5 0 21 Jun 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization Kwangwook Seo Jinyoung Yeo Dongha Lee ReLM LMTD LRM 29 1 0 18 Jun 2024
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 24 12 0 24 May 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 33 1 0 23 May 2023
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
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
Diversity Enhanced Table-to-Text Generation via Type Control Yotam Perlitz L. Ein-Dor D. Sheinwald Noam Slonim Michal Shmueli-Scheuer 8 0 0 22 May 2022
Exploring Decomposition for Table-based Fact Verification Xiaoyu Yang Xiao-Dan Zhu ReLM 48 22 0 22 Sep 2021