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Lightweight transformers for clinical natural language processing
Published 2024“…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. …”
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HIS213 - Sumber dan Prinsip Perundangan Islam Ogos 2022
Published 2022“…Jawab SEMUA soalan-soalan berikut.…”
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Teaching Resource -
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AI based stock market trending analysis
Published 2020“…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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Final Year Project (FYP) -
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Kumpulan Cerpen : Yang Jauh /
Published 2023“…Kata alu-aluan rektor MARSAH -- Kata alu-aluan Ketua Satu PPJ -- Kata alu-aluan Penulis -- Kata alu-aluan Penterjemah -- Yang Jauh -- Bagai Terkurung Dalam Perut Paus -- Sepanas Marrons Chauds --Lelaki Kotak -- Pintu Mabrur -- biodata Penulis -- Biodata Penterjemah.…”
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Object-oriented indoor navigation for delivery robot
Published 2024“…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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Thesis-Master by Coursework -
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PEDOMAN UMUM EJAAN JAWI : Bahasa Melayu Dewan
Published 2020“…Pedoman Umum Ejaan Jawi Bahasa Melayu Dewan merupakan pedoman terkini tentang sistem Ejaan Jawi yang disusun berdasarkan dokumen pedoman ejaan Jawi yang telah diterbitkan oleh Dewan Bahasa dan Pustaka, dan maklumat pedoman ejaan Jawi yang diselaraskan selepas itu, khususnya daripada terbitan yang berikut: (i) Daftar Ejaan Rumi-Jawi, (ii) Pedoman Ejaan Jawi yang Disempurnakan, dan (iii) Daftar Kata Bahasa Melayu Rumi-Sebutan-Jawi. …”
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Marta Czok URBE
Published 2024“…Here, the broad imagery of Marta Czok, as an international artist, born in Beirut (1947) to Polish political refugees, raised in London and, since the seventies, Italian by adoption, focuses on the urban context, exploring the scenes of social life that have made the work of this artist recognizable all over the world. …”
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Show/Exhibition -
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Generalized AutoNLP model for name entity recognition task
Published 2022“…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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Final Year Project (FYP) -
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HMT 505 - Semantik Dan Wacana Bahasa Melayu Lanjutan Jun 2016
Published 2016“…Jawab EMPAT soalan seperti yang berikut: 2. Jawab TIGA soalan daripada Sahagian A. 3. …”
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Teaching Resource -
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An overview of stock trading with sentiment analysis
Published 2024“…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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Final Year Project (FYP) -
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Public opinion trend analysis on nuclear energy via aspect-based sentiment analysis methods
Published 2022“…The Bidirectional Encoder Representation Transformers (BERT) model was applied to detect the sentiment polarities of collected tweets. …”
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Thesis-Master by Coursework -
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Sentiment analysis for COVID-19 vaccination news
Published 2022“…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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Final Year Project (FYP) -
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Biomekanik mampu mengurangkan risiko kecederaan lutut
Published 2024“…Lutut merupakan salah satu sendi yang paling terdedah kepada kecederaan kerana fungsinya yang penting dalam menampung berat badan dan menyokong pergerakan.…”
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UMPSA News -
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Keyword and named entity recognition on emergency call texts
Published 2020“…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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Final Year Project (FYP) -
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Topological data analysis for fake news detection
Published 2022“…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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Final Year Project (FYP) -
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35 IPGM Sultan Mizan Campus students participate in Raspberry Pi Programming 2024
Published 2024“…PEKAN, 2 June 2024 – Recently, 35 students from the Institute of Teacher Education Malaysia (IPGM), Sultan Mizan Campus, Besut, Terengganu participated in the Raspberry Pi 2024 Programming to improve programming skills at the STEM Laboratory, Universiti Malaysia Pahang Al-Sultan Abdullah (UMPSA).…”
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