Training on Synthetic Data Beats Real Data in Multimodal Relation
Extraction

Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction

5 December 2023

Papers citing "Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction"

10 / 10 papers shown

Title
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 19 9 0 07 Mar 2024
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction Qian Li Shu Guo Cheng Ji Xutan Peng Shiyao Cui Jianxin Li 21 13 0 19 Jun 2023
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings Daniel Philip Rose Vaishnavi Himakunthala Andy Ouyang Ryan He Alex Mei Yujie Lu Michael Stephen Saxon Chinmay Sonar Diba Mirza William Yang Wang LRM 59 34 0 03 May 2023
Multimodal Procedural Planning via Dual Text-Image Prompting Yujie Lu Pan Lu Zhiyu Zoey Chen Wanrong Zhu X. Wang William Yang Wang LM&Ro 48 43 0 02 May 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen VLM 33 14 0 21 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation Wanrong Zhu An Yan Yujie Lu Wenda Xu X. Wang Miguel P. Eckstein William Yang Wang 67 37 0 07 Oct 2022
Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning Jiahui Gao Renjie Pi Yong Lin Hang Xu Jiacheng Ye Zhiyong Wu Weizhong Zhang Xiaodan Liang Zhenguo Li Lingpeng Kong SyDa VLM 47 45 0 25 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 380 4,010 0 28 Jan 2022
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 192 221 0 16 Oct 2019