论文合集||多模态实体识别论文合集发表时间：2023-05-30 13:32作者：沃恩智慧 近期，沃恩智慧小编梳理了一些多模态实体识别任务的论文合集，希望对各位在科研路上砥砺前行的小伙伴有所帮助。  [1] Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer 论文： https://aclanthology.org/2020.acl-main.306/ 代码: https://github.com/jefferyYu/UMT [2] RIVA-A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER 论文： https://aclanthology.org/2020.coling-main.168/ [3] Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts 论文： https://dl.acm.org/doi/10.1145/3394171.3413650 代码: https://github.com/softhuafei/Pytorch-implementation-for-OCSGA 2021年 [1] PromptMNER- Prompt-Based Entity-Related Visual Clue Extraction and Integration for Multimodal Named Entity Recognition 论文： https://link.springer.com/chapter/10.1007/978-3-031-00129-1_24 [2] Multimodal Named Entity Recognition with Image Attributes and Image Knowledge 论文链接： https://link.springer.com/chapter/10.1007/978-3-030-73197-7_12 [3] Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance 论文： https://ojs.aaai.org/index.php/AAAI/article/view/17687 代码: https://github.com/MANLP-suda/UMGF [4] RpBERT- A Text-image Relation Propagation-based BERT Model for Multimodal NER 论文： https://ojs.aaai.org/index.php/AAAI/article/view/17633 代码： https://github.com/Multimodal-NER/RpBERT [5] Hierarchical self-adaptation network for multimodal named entity recognition in social media 论文： https://linkinghub.elsevier.com/retrieve/pii/S0925231221000886 [6] Can images help recognize entities? A study of the role of images for Multimodal NER 论文： https://aclanthology.org/2021.wnut-1.11/ 代码: https://github.com/RiTUAL-UH/multimodal_NER [7] Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning 论文： https://ieeexplore.ieee.org/document/9154571/ 代码: https://github.com/thecharm/AGBAN 2022年 [1] Query Prior Matters- A MRC Framework for Multimodal Named Entity Recognition 论文链接： https://dl.acm.org/doi/10.1145/3503161.3548427 [2] CWI- A multimodal deep learning approach for named entity recognition from social media using character, word and image features 论文： https://link.springer.com/article/10.1007/s00521-021-06488-4 [3] Learning from Different text-image Pairs- A Relation-enhanced Graph Convolutional Network for Multimodal NER 论文： https://dl.acm.org/doi/10.1145/3503161.3548228 代码: https://github.com/1429904852/R-GCN [4] A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition 论文： https://aclanthology.org/2022.emnlp-main.422/ 代码: https://github.com/ZovanZhou/SMVAE [5] ITA- Image-Text Alignments for Multi-Modal Named Entity Recognition 论文： https://aclanthology.org/2022.naacl-main.232/ 代码链接: https://github.com/Alibaba-NLP/KB-NER/tree/main/ITA [6] Flat Multi-modal Interaction Transformer for Named Entity Recognition 论文： https://aclanthology.org/2022.coling-1.179 [7] CAT-MNER-Multimodal Named Entity Recognition with Knowledge-Refined Cross-Modal Attention 论文： https://ieeexplore.ieee.org/document/9859972/ [8] MAF- A General Matching and Alignment Framework for Multimodal Named Entity Recognition 论文： https://dl.acm.org/doi/10.1145/3488560.3498475 代码： https://github.com/xubodhu/MAF [9] UAMNer-uncertainty-aware multimodal named entity recognition in social media posts 论文： https://link.springer.com/article/10.1007/s10489-021-02546-5 [10] Good Visual Guidance Makes A Better Extractor- Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction 论文： https://arxiv.org/abs/2205.03521 代码： https://github.com/zjunlp/HVPNeT 2023年 [1] Reducing the Bias of Visual Objects in Multimodal Named Entity Recognition 论文： https://dl.acm.org/doi/10.1145/3539597.3570485 [2] Multimodal Named Entity Recognition with Bottleneck Fusion and Contrastive Learning 论文： https://www.jstage.jst.go.jp/article/transinf/E106.D/4/E106.D_2022EDP7116/_article [3] Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging 论文： https://arxiv.org/abs/2211.15028 代码： https://github.com/YuanLi95/EEGA-for-JMERE [4] A Novel Framework for Multimodal Named Entity Recognition with Multi-level Alignments 论文链接： https://arxiv.org/abs/2305.08372 |
