Multimodal Named Entity Recognition

task ID: multimodalnamedentityrecognition

Related Papers

Multimodal Named Entity Recognition for Short Social Media Posts

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractWe introduce a new task called Multimodal Named Entity Recognition (MNER) for noisy user-generated data such as tweets or Snapchat captions, which comprise short text with accompanying images. These social …...

22299

Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIn this paper, we study Multimodal Named Entity Recognition (MNER) for social media posts. Existing approaches for MNER mainly suffer from two drawbacks: (1) despite generating word-aware visual representations, their …...

37835

RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractMultimodal named entity recognition (MNER) for tweets has received increasing attention recently. Most of the multimodal methods used attention mechanisms to capture the text-related visual information. However, unrelated or weakly …...

4187

A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMultimodal named entity recognition (MNER) on social media is a challenging task which aims to extract named entities in free text and incorporate images to classify them into user-defined types. …...

30620

Flat Multi-modal Interaction Transformer for Named Entity Recognition

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMulti-modal named entity recognition (MNER) aims at identifying entity spans and recognizing their categories in social media posts with the aid of images. However, in dominant MNER approaches, the interaction …...

5039

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractRecently, Multi-modal Named Entity Recognition (MNER) has attracted a lot of attention. Most of the work utilizes image information through region-level visual representations obtained from a pretrained object detector and …...

21183

Grounded Multimodal Named Entity Recognition on Social Media

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractIn recent years, Multimodal Named Entity Recognition (MNER) on social media has attracted considerable attention. However, existing MNER studies only extract entity-type pairs in text, which is useless for multimodal …...

38269

P-MNER: Cross Modal Correction Fusion Network with Prompt Learning for Multimodal Named Entity Recognitiong

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

Abstract“Multimodal Named Entity Recognition (MNER) is a challenging task in social mediadue to the combination of text and image features. Previous MNER work has focused onpredicting entity information after fusing …...

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