Search Results - "Cai, Qianhua"
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‘What’ and ‘Where’ both matter: dual cross-modal graph convolutional networks for multimodal named entity recognition
Published in International journal of machine learning and cybernetics (01-06-2024)“…Multimodal named entity recognition (MNER) aims to use visual information to assist in extracting and classifying entities in the textual content. However, it…”
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Journal Article -
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A KGE Based Knowledge Enhancing Method for Aspect-Level Sentiment Classification
Published in Mathematics (Basel) (01-10-2022)“…ALSC (Aspect-level Sentiment Classification) is a fine-grained task in the field of NLP (Natural Language Processing) which aims to identify the sentiment…”
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Journal Article -
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A Semantic Enhancement Framework for Multimodal Sarcasm Detection
Published in Mathematics (Basel) (01-01-2024)“…Sarcasm represents a language form where a discrepancy lies between the literal meanings and implied intention. Sarcasm detection is challenging with unimodal…”
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Journal Article -
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Multimodal Interaction and Fused Graph Convolution Network for Sentiment Classification of Online Reviews
Published in Mathematics (Basel) (01-05-2023)“…An increasing number of people tend to convey their opinions in different modalities. For the purpose of opinion mining, sentiment classification based on…”
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Journal Article -
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Syntactic Structure-Enhanced Dual Graph Convolutional Network for Aspect-Level Sentiment Classification
Published in Mathematics (Basel) (01-09-2023)“…Aspect-level sentiment classification (ALSC) is a fine-grained sentiment analysis task that aims to predict the sentiment of the given aspect in a sentence…”
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Journal Article -
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A dual contrastive learning-based graph convolutional network with syntax label enhancement for aspect-based sentiment classification
Published in Frontiers in physics (05-04-2024)“…Introduction: Aspect-based sentiment classification is a fine-grained sentiment classification task. State-of-the-art approaches in this field leverage graph…”
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Cross‐domain sequence labelling using language modelling and parameter generating
Published in CAAI Transactions on Intelligence Technology (01-12-2022)“…Sequence labelling (SL) tasks are currently widely studied in the field of natural language processing. Most sequence labelling methods are developed on a…”
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Journal Article -
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End-to-End Visual Grounding Framework for Multimodal NER in Social Media Posts
Published in IEEE transactions on computational social systems (13-06-2024)“…Multimodal named entity recognition (MNER) for social media aims to detect named entities in user-generated posts with the aid of visual information from…”
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Journal Article -
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BART-based contrastive and retrospective network for aspect-category-opinion-sentiment quadruple extraction
Published in International journal of machine learning and cybernetics (01-09-2023)“…Aspect-category-opinion-sentiment (ACOS) quadruple extraction is a fine-grained sentiment analysis task to extract full sentiment information, which aims to…”
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Journal Article -
10
Relevance-aware visual entity filter network for multimodal aspect-based sentiment analysis
Published in International journal of machine learning and cybernetics (30-08-2024)Get full text
Journal Article -
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A Novel Bi-Branch Graph Convolutional Neural Network for Aspect Level Sentiment Classification
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18-07-2021)“…Aspect-level sentiment classification is a fine-grained task in sentiment analysis whose main purpose is to identify the sentiment polarity of a specific…”
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Conference Proceeding -
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Sparse Variational Autoencoder-Based Interpretable Bimodal Word Embeddings
Published in 2021 International Conference on Machine Learning and Cybernetics (ICMLC) (04-12-2021)“…Word embedding is a basic task in the field of natural language processing, which is widely applied to a variety of tasks. In spite of delivering the semantic…”
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Conference Proceeding -
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A Recommendation Algorithm Based On Fuzzy Clustering
Published in 2018 International Conference on Machine Learning and Cybernetics (ICMLC) (01-07-2018)“…A recommendation algorithm based on fuzzy clustering is proposed in this paper. The idea of this system is as follows: Firstly, based on examples of hotel…”
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Conference Proceeding