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   Articles with "bert" as a keyword



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Cooperative gating network based on a single BERT encoder for aspect term sentiment analysis

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recommendations! Published in 2021 at "Applied Intelligence"

DOI: 10.1007/s10489-021-02724-5

Abstract: In recent years, BERT encoder methods have been widely used in aspect term sentiment analysis (ATSA) tasks. Many ways of putting text and aspect term into a BERT sentence encoder separately aim to create vectors… read more here.

Keywords: aspect term; analysis; bert; bert encoder ... See more keywords
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Concept formation through multimodal integration using multimodal BERT and VQ-VAE

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recommendations! Published in 2022 at "Advanced Robotics"

DOI: 10.1080/01691864.2022.2141583

Abstract: Humans form concepts from multimodal information obtained from multiple sensory organs and understand the environment and language by predicting unobserved information through these concepts. Robots can also make better predictions by forming concepts from multimodal… read more here.

Keywords: information; bert; model; using multimodal ... See more keywords
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miProBERT: identification of microRNA promoters based on the pre-trained model BERT.

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recommendations! Published in 2023 at "Briefings in bioinformatics"

DOI: 10.1093/bib/bbad093

Abstract: Accurate prediction of promoter regions driving miRNA gene expression has become a major challenge due to the lack of annotation information for pri-miRNA transcripts. This defect hinders our understanding of miRNA-mediated regulatory networks. Some algorithms… read more here.

Keywords: promoter; bert; trained model; model ... See more keywords
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Pretraining Financial Text Encoder Enhanced by Lifelong Learning

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3027622

Abstract: As the number of financial literature grows rapidly, Financial text mining is becoming important increasingly. In recent years, extracting valuable information from financial documents, namely financial text mining, gained significant popularity within research communities. Although… read more here.

Keywords: text encoder; text; pretraining financial; text mining ... See more keywords
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Event-Argument Linking in Disaster Domain

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3197648

Abstract: Linking event triggers with their respective arguments is an essential component for building an event extraction system. It is challenging to link event triggers with their corresponding argument triggers when the sentence contains multiple event… read more here.

Keywords: event; disaster; bert; argument linking ... See more keywords
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MF-BERT: Multimodal Fusion in Pre-Trained BERT for Sentiment Analysis

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recommendations! Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2021.3139856

Abstract: Multimodal sentiment analysis mainly concentrates on language, acoustic and visual information. Previous work based on BERT utilizes only text (language) representation to fine-tune BERT, while ignoring the importance of nonverbal information. Due to the fact… read more here.

Keywords: bert; sentiment analysis; pre trained; multimodal fusion ... See more keywords
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Pharmacovigilance with Transformers: A Framework to Detect Adverse Drug Reactions Using BERT Fine-Tuned with FARM

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recommendations! Published in 2021 at "Computational and Mathematical Methods in Medicine"

DOI: 10.1155/2021/5589829

Abstract: Adverse drug reactions (ADRs) are the undesirable effects associated with the use of a drug due to some pharmacological action of the drug. During the last few years, social media has become a popular platform… read more here.

Keywords: drug reactions; farm; proposed model; drug ... See more keywords
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BJBN： BERT-JOIN-BiLSTM Networks for Medical Auxiliary Diagnostic

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recommendations! Published in 2022 at "Journal of Healthcare Engineering"

DOI: 10.1155/2022/3496810

Abstract: This study proposed a medicine auxiliary diagnosis model based on neural network. The model combines a bidirectional long short-term memory（Bi-LSTM）network and bidirectional encoder representations from transformers (BERT), which can well complete the extraction of local… read more here.

Keywords: bert join; bjbn bert; bert; model ... See more keywords
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Sentiment analysis of hotel online reviews using the BERT model and ERNIE model—Data from China

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recommendations! Published in 2023 at "PLOS ONE"

DOI: 10.1371/journal.pone.0275382

Abstract: The emotion analysis of hotel online reviews is discussed by using the neural network model BERT, which proves that this method can not only help hotel network platforms fully understand customer needs but also help… read more here.

Keywords: online reviews; bert; hotel; hotel online ... See more keywords