RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER

5 February 2021

Papers citing "RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER"

34 / 34 papers shown

Title
A Benchmark Dataset and a Framework for Urdu Multimodal Named Entity Recognition Hussain Ahmad Qingyang Zeng Jing Wan 49 0 0 08 May 2025
Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction Li Yuan Yi Cai Xudong Shen Qing Li Qingbao Huang Zikun Deng Tao Wang MoMe OffRL MoE 43 0 0 08 May 2025
Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis Xiaoyong Huang Heli Sun Qunshu Gao Wenjie Huang Ruichen Cao 19 0 0 18 Oct 2024
Shapley Value-based Contrastive Alignment for Multimodal Information Extraction Wen Luo Yu Xia Tianshu Shen Sujian Li 31 1 0 25 Jul 2024
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey Hao Yang Yanyan Zhao Yang Wu Shilong Wang Tian Zheng Hongbo Zhang Zongyang Ma Wanxiang Che Bing Qin 42 8 0 12 Jun 2024
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation Jinyuan Li Ziyan Li Han Li Jianfei Yu Rui Xia Di Sun Gang Pan 40 2 0 11 Jun 2024
2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion Dongsheng Wang Xiaoqin Feng Zeming Liu Chuan Wang 43 2 0 26 Apr 2024
UMIE: Unified Multimodal Information Extraction with Instruction Tuning Lin Sun Kai Zhang Qingyuan Li Renze Lou 29 13 0 05 Jan 2024
Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation Jianghong Zhou Weizhi Du Md Omar Faruk Rokon Zhaodong Wang Jiaxuan Xu Isha Shah Kuang-chih Lee Musen Wen 19 1 0 09 Dec 2023
Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction Xuming Hu Junzhe Chen Aiwei Liu Shiao Meng Lijie Wen Philip S. Yu 40 16 0 25 Oct 2023
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis Fei Zhao Chunhui Li Zhen Wu Yawen Ouyang Jianbing Zhang Xinyu Dai 31 16 0 23 Oct 2023
Multimodal Question Answering for Unified Information Extraction Yuxuan Sun Kai Zhang Yu-Chuan Su 32 8 0 04 Oct 2023
Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering Yifan Dong Suhang Wu Fandong Meng Jie Zhou Xiaoli Wang Jianxin Lin Jinsong Su 25 3 0 09 Sep 2023
Exchanging-based Multimodal Fusion with Transformer Renyu Zhu Chengcheng Han Yong Qian Qiushi Sun Xiang Li Ming Gao Xuezhi Cao Yunsen Xian 38 2 0 05 Sep 2023
Enhancing OCR Performance through Post-OCR Models: Adopting Glyph Embedding for Improved Correction Yung-Hsin Chen Yuli Zhou 16 2 0 29 Aug 2023
Evaluating the Robustness to Instructions of Large Language Models Yuansheng Ni Sichao Jiang Xinyu Wu Hui Shen Yuli Zhou ALM 30 2 0 28 Aug 2023
Learning Implicit Entity-object Relations by Bidirectional Generative Alignment for Multimodal NER Feng Chen Jiajia Liu Kaixiang Ji Wang Ren Jian Wang Jingdong Wang 19 8 0 03 Aug 2023
Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion Weide Liu Xiaoyang Zhong Jingwen Hou Shaohua Li Haozhe Huang Yuming Fang EDL 35 5 0 29 Jun 2023
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction Qian Li Shu Guo Cheng Ji Xutan Peng Shiyao Cui Jianxin Li 23 13 0 19 Jun 2023
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis Ru Zhou Wenya Guo Xumeng Liu Shenglong Yu Ying Zhang Xiaojie Yuan 22 21 0 31 May 2023
Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge Jinyuan Li Han Li Zhufeng Pan Di Sun Jiahao Wang Wenkun Zhang Gang Pan 42 21 0 20 May 2023
Hierarchical Aligned Multimodal Learning for NER on Tweet Posts Peipei Liu Hong Li Yimo Ren Jie Liu Shuaizong Si Hongsong Zhu Limin Sun 29 2 0 15 May 2023
Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck Shiyao Cui Jiangxia Cao Xin Cong Jiawei Sheng Quangang Li Tingwen Liu Jinqiao Shi 17 22 0 05 Apr 2023
Understanding Social Media Cross-Modality Discourse in Linguistic Space Chunpu Xu Hanzhuo Tan Jing Li Piji Li 24 5 0 26 Feb 2023
Named Entity and Relation Extraction with Multi-Modal Retrieval Xinyu Wang Jiong Cai Yong-jia Jiang Pengjun Xie Kewei Tu Wei Lu 31 51 0 03 Dec 2022
FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity Mingjie Wang Jianxiong Guo Weijia Jia 21 6 0 14 Nov 2022
Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social Media Peipei Liu Gao-Shan Wang Hong Li Jie Liu Yimo Ren Hongsong Zhu Limin Sun 11 7 0 19 Oct 2022
Flat Multi-modal Interaction Transformer for Named Entity Recognition Junyu Lu Di Zhang Pingjian Zhang 21 11 0 23 Aug 2022
Boosting Multi-Modal E-commerce Attribute Value Extraction via Unified Learning Scheme and Dynamic Range Minimization Meng-yang Liu Chao Zhu Hongyu Gao Weibo Gu Hongfa Wang Wei Liu Xu-Cheng Yin 14 2 0 15 Jul 2022
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 26 33 0 07 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 18 126 0 04 May 2022
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis Yan Ling Jianfei Yu Rui Xia 12 72 0 17 Apr 2022
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong-jia Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 39 52 0 13 Dec 2021
Can images help recognize entities? A study of the role of images for Multimodal NER Shuguang Chen Gustavo Aguilar Leonardo Neves Thamar Solorio EgoV 43 33 0 23 Oct 2020