Search Results - "bidirectional encoder representations from transformers(bert)"

Fine-Tuning BERT Models to Classify Misinformation on Garlic and COVID-19 on Twitter by Myeong Gyu Kim, Minjung Kim, Jae Hyun Kim, Kyungim Kim

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Aspect-Based Sentiment Analysis Model with Multiple Grammatical Information by XIAO Zeguan, CHEN Qingliang

“…The aim of aspect based sentiment analysis (ABSA) is to classify the sentiment polarity towards a particular aspect in a sentence. Existing approaches usually…”
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Study on Predicting Psychological Traits of Online Text by BERT by ZHANG Han, JIA Tianyuan, LUO Fang, ZHANG Sheng, WU Xia

“…With the rapid development and popularity of the Internet, an increasing number of people would like to use online platforms to express themselves and…”
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Research of BERT Cross-Lingual Word Embedding Learning by WANG Yurong, LIN Min, LI Yanling

“…With the development of multilingual information on the Internet, how to effectively represent the infor-mation contained in different language texts has…”
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SentiBERT:结合情感信息的预训练语言模型 by 杨晨, 宋晓宁, 宋威

“…TP391; 在大规模无监督语料上预训练的语言模型正逐渐受到自然语言处理领域研究者的关注.现有模型在预训练阶段主要提取文本的语义和结构特征,针对情感类任务的复杂情感特…”
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SentiBERT: Pre-training Language Model Combining Sentiment Information by YANG Chen, SONG Xiaoning, SONG Wei

“…Pre-training language models on large-scale unsupervised corpus are attracting the attention of researchers in the field of natural language processing. The…”
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Fusion-ConvBERT: Parallel Convolution and BERT Fusion for Speech Emotion Recognition by Sanghyun Lee, David K. Han, Hanseok Ko

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Self-Supervised Pretraining of Transformers for Satellite Image Time Series Classification by Yuan, Yuan, Lin, Lei

“…Satellite image time series (SITS) classification is a major research topic in remote sensing and is relevant for a wide range of applications. Deep learning…”
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Med-BERT: A Pretraining Framework for Medical Records Named Entity Recognition by Liu, Ning, Hu, Qian, Xu, Huayun, Xu, Xing, Chen, Mengxin

“…A large amount of data is generated every day with the development of Internet medical care, which is of great significance for the clinical decision support…”
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An integrated clustering and BERT framework for improved topic modeling by George, Lijimol, Sumathy, P.

“…Topic modelling is a machine learning technique that is extensively used in Natural Language Processing (NLP) applications to infer topics within unstructured…”
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TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification by Zhou, Yuxiang, Liao, Lejian, Gao, Yang, Wang, Rui, Huang, Heyan

“…Sentiment classification is a form of data analytics where people's feelings and attitudes toward a topic are mined from data. This tantalizing power to…”
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Evaluation of Federated Learning in Phishing Email Detection by Thapa, Chandra, Tang, Jun Wen, Abuadbba, Alsharif, Gao, Yansong, Camtepe, Seyit, Nepal, Surya, Almashor, Mahathir, Zheng, Yifeng

“…The use of artificial intelligence (AI) to detect phishing emails is primarily dependent on large-scale centralized datasets, which has opened it up to a…”
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Smarter Sustainable Tourism: Data-Driven Multi-Perspective Parameter Discovery for Autonomous Design and Operations by Alsahafi, Raniah, Alzahrani, Ahmed, Mehmood, Rashid

“…Global natural and manmade events are exposing the fragility of the tourism industry and its impact on the global economy. Prior to the COVID-19 pandemic,…”
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Text summarization method of argumentative discourse by combining the BERT-transformer model by Yaser Altameemi, Mohammed Altamimi, Adel Alkhalil, Diaa Uliyan, Romany F. Mansour

“…Summarization of texts have been considered as essential practice nowadays with the careful presentation of the main ideas of a text. The current study aims to…”
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Fusion-ConvBERT: Parallel Convolution and BERT Fusion for Speech Emotion Recognition by Lee, Sanghyun, Han, David K., Ko, Hanseok

“…Speech emotion recognition predicts the emotional state of a speaker based on the person’s speech. It brings an additional element for creating more natural…”
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Three-Branch BERT-Based Text Classification Network for Gastroscopy Diagnosis Text by Wang, Zhichao, Zheng, Xiangwei, Zhang, Jinsong, Zhang, Mingzhe

“…During a hospital visit, a significant volume of Gastroscopy Diagnostic Text (GDT) data are produced, representing the unstructured gastric medical records of…”
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A Robust Data-Model Dual-Drive Fusion for IMU and Visible Light Integrated Localization in Complex Changing Environments by Wang, Xuan, Zhuang, Yuan, Huang, Yulong, Cao, Xiaoxiang, Yu, Tengfei, Zhou, Jiasheng, Zheng, Zhenqi, El-Sheimy, Naser

“…Visible light positioning (VLP) has attracted considerable attention due to its widespread infrastructure, low energy consumption, and high precision. However,…”
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An Empirical Study on Adaptive Inference for Pretrained Language Model by Liu, Weijie, Zhao, Xin, Zhao, Zhe, Ju, Qi, Yang, Xuefeng, Lu, Wei

“…Adaptive inference has been proven to improve bidirectional encoder representations from transformers (BERT)'s inference speed with minimal loss of accuracy…”
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Research on Event Extraction for Administrative Law Enforcement Case Texts by QU Xiaoya, LI Bing, WEN Liqiang

“…The level of intelligence in administrative law enforcement is a manifestation of the modernization of national governance capacity, and data is an important…”
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A hybrid approach to hospital quality monitoring based on google maps reviews: Integrating p-control charts and bidirectional encoder representations from transformers (BERT) by Nurfaizah, Rossa Julia, Ahsan, Muhammad, Lee, Muhammad Hisyam

“…This study investigates the utilization of Google Maps reviews to assess hospital service quality. Patient-generated reviews were analyzed using a sentiment…”
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