Lightweight transformers for clinical natural language processing by Rohanian, O, Nouriborji, M, Jauncey, H, Kouchaki, S, Nooralahzadeh, F, Clifton, L, Merson, L, Clifton, DA

“…Specialised pre-trained language models are becoming more frequent in Natural language Processing (NLP) since they can potentially outperform models trained on generic texts. BioBERT (Sanh et al., Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter. …”

Learning automations in game engine by Ju, Peng

“…First, design and develop a server-client software version of Beer Game using Java. Second, develop a software entity (AI agent) in the Beer Game software utilizing Memetic approach. …”
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AI based stock market trending analysis by Goon, Redmond Aldric Yonghao

“…The evaluation of the final model-comprising BERT and a multivariate LSTM- shows a small improvement in evaluation results for stock price forecasting when incorporating news sentiment acquired through BERT as compared to without sentiments.…”
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Object-oriented indoor navigation for delivery robot by Li, Yuanwei

“…Although the BERT model has good performance in VLN, the mismatch between instructions and visual information at the input leads to navigation errors for robots in similar scenes. …”
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Generalized AutoNLP model for name entity recognition task by Wong, Yung Shen

“…In this project, we have proposed an architecture of a combination of deep-learning based approach word embeddings, BERT with static word embeddings, GloVe. Experiments are conducted to study the performance of our proposed architecture with BERT word embeddings on AutoNLP name entity recognition tasks.…”
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Cost of the national malaria control program and cost-effectiveness of indoor residual spraying and insecticide-treated bed net interventions in two districts of Madagascar by Andrianantoandro, VTA, Audibert, M, Kesteman, T, Ravolanjarasoa, L, Randrianarivelojosia, M, Rogier, C

“…The cost-effectiveness ratio (CER) of ITN intervention was then compared to the CER of IRS intervention to identify the most cost-effective intervention. …”

An overview of stock trading with sentiment analysis by Tang, Yi Qwan

“…Utilising multiple sentiment analysis models like Sentic API, TextBlob, VADER, BERT, and FinBERT, alongside varying preprocessing methods and news formats, the research explores optimal trading signals for high-frequency trading. …”
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Public opinion trend analysis on nuclear energy via aspect-based sentiment analysis methods by Huang, Fan

“…The Bidirectional Encoder Representation Transformers (BERT) model was applied to detect the sentiment polarities of collected tweets. …”
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Sentiment analysis for COVID-19 vaccination news by Lim, Pei Yan

“…Different sentiment analysis models, TextBlob, VADER, Flair and CT-BERT, are used. Several rules are defined through analysis to improve the models' accuracy. …”
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Keyword and named entity recognition on emergency call texts by Hu, Wanyu

“…The model used for this project is the Bidirectional Representations from Transformers (BERT) model. 75% of the Emergency Call Texts dataset is obtained online. …”
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Topological data analysis for fake news detection by Deng, Ran

“…For this task, three individual models have been used: least absolute shrinkage and selection operator (LASSO) using 0th Dimensional Persistent Image (PI) vectors, Bidirectional Long Short-Term Memory (BiLSTM), and Bidirectional Encoder Representations from Transformers (BERT). Two ensemble models were also used to improve performances by supplementing contextual information from deep-learning models with structural information from PI vectors: BiLSTM + TDA and BERT + TDA. …”
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Effect of iron (III) oxide concentration on the performance of meta-resonators embedded in cementitious matrix by Sum, Yee Loon, Rheinheimer, Vanessa, Soong, Boon Hee, Paulo J. M., Monteiro

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Design language in packaging. by Wijaya, Merwyn.

“…Craid is a fictitious brand of Irish beer that is designed based on this essential role. …”
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IS activity in Southeast Asia by Liow, Joseph Chinyong, Liow Chin Yong, Joseph

“…The increasing number of recruits from Indonesia and Malaysia to Islamic State reflects the evolving security threat to Southeast Asia. The emerging pattern bears lessons for countries in the region.…”
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Investigation of low temperature wafer bonding using intermediate layer by Deng, Shusheng

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Exploring WAP technology to enhance online discussion by Lee, Chwee Beng.

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Spooky action in the film/novel debate. by Lee, Tracy Marie Shiyin., Luo, Esmonde Jianwen., Wong, Kai Wing., Manoj Prabhoda Chandran., Chee, Kang Xiong.

“…The installation follows a Collector, Photographer, Writer and a Collective (a beer garden group that gathers at the local coffeeshop) in their daily life as they contemplate the curious events, and each other, in an attempt to cope with the boredom they face in the neighbourhood. …”
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Optimal network charge for peer-to-peer energy trading: a grid perspective by Yang, Yu, Chen, Yue, Hu, Guoqiang, Spanos, Costas J.

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Application of low frequency noise in the study of VLSI electromigration by Lim, Shin Yeh.

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Response to Comment on “Unique in the shopping mall: On the reidentifiability of credit card metadata” by de Montjoye, Yves-Alexandre, Pentland, Alex

“…The synthetic data set that they “successfully anonymize” bears no resemblance to modern high-dimensional data sets on which their methods fail. …”
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