Title
Factual Inconsistency in Data-to-Text Generation Scales Exponentially with LLM Size: A Statistical Validation Joy Mahapatra Soumyajit Roy Utpal Garain HILM ALM 78 0 0 17 Feb 2025
An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation Joy Mahapatra Utpal Garain HILM ALM 64 1 0 28 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration Aofeng Su Aowen Wang Chao Ye Chen Zhou G. Zhang ... Xijun Gu X. Sun X. Li Y. Yang Zhiqing Xiao PINN VLM LMTD 65 10 0 04 Nov 2024
MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation Shanshan Wang C. Zhang Ning Zhang 26 0 0 16 Sep 2024
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model Daehee Kim Deokhyung Kang Sangwon Ryu Gary Geunbae Lee 19 1 0 11 Sep 2024
Generating Faithful and Salient Text from Multimodal Data Tahsina Hashem Weiqing Wang Derry Tanti Wijaya Mohammed Eunus Ali Yuan-Fang Li 26 0 0 06 Sep 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 29 8 0 19 Jul 2024
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 49 14 0 26 Feb 2024
Graph Language Models Moritz Plenz Anette Frank KELM AI4CE 15 5 0 13 Jan 2024