ITA模型的不同变体: ITA-LA、ITA-GA和ITA-OCA分别代表ITA模型使用局部对齐(对象标签)、全局对齐(图像标题)和光学字符对齐(OCR文本)三种不同的图像特征对齐策略。 ITA-All表示同时使用这三种对齐策略。 ITA-LA+CVA、ITA-GA+CVA和ITA-OCA+CVA是在各自对齐策略基础上,增加了跨视图对齐(CVA)的模型,旨在通过最小化...
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu NAACL 2022|April 2022 Recently, Multi-modal Named Entity Recognition (MNER) has attracted a lot of attention. M...
MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query GroundingJia Meihuizi; Shen Lei; Shen Xin; Liao Lejian; Chen Meng; He Xiaodong; Chen Zhendong; Li Jiaqi Joint Multimodal Entity-Relation Extraction Based on Edgeenhanced Graph Alignment Network and Word-pair...
Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance.Dong ZhangSuzhong WeiShoushan LiHanqian WuQiaoming ZhuGuodong ZhouNational Conference on Artificial Intelligence
UMGF: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance This repository contains the source code for the paper: UMGF: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance Install python3.7 transformers==3.4.0 torch==1.7.1 pytorch-crf...
nlp deep-learning prompt pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal kg relation-extraction lightner few-shot low-resource document-level attribute-extraction knowprompt deepke instructie Updated Nov 29, 2024 Python model...
Multi-modal learning integrates image, text, or other media forms to enhance various tasks, including Named Entity Recognition (NER) [28], [29], [30] and image captioning [31], among others. Due to the predominant presentation of memes in both image and text modalities, existing meme analys...
Further, they also explored the simulated annealing multi-objective optimization-based ensemble of classifiers for named entity recognition25 and part of speech tagging26 tasks. The genetic algorithm and simulated annealing multi-objective optimization techniques raised the concern of high time complexity ...
Entity recognition of Chinese medical text based on multi-head self-attention combined with BILSTM-CRF Named entities are the main carriers of relevant medical knowledge in Electronic Medical Records (EMR). Clinical electronic medical records lead to problem... C Li,K Ma - 《Mathematical Bioscience...
Multi-modal Named Entity Recognition👈 🔎 Benchmarks [arXiv 2023] A Novel Framework for Multimodal Named Entity Recognition with Multi-level Alignments. [ACM MM 2023] Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction. [EMNLP 2023] Prompting ChatGPT...