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May 11, 2022 - Jupyter Notebook
ktrain
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Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2…
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Sep 26, 2022 - Python
Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP), which is concerned with building systems that automatically answer questions posed by humans in a natural language.
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Nov 3, 2020 - Jupyter Notebook
This repository contains data and BioBert based NER model monologg/biobert_v1.1_pubmed from community-uploaded Hugging Face models for detecting entities such as chemical and disease.
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Jun 26, 2020 - Python
Fine-tuning a BERT model using Ktrain | Transfer Learning NLP | Fine Tune Bert For Text Classification
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Feb 19, 2022 - Jupyter Notebook
Arabic Dialect Identification between 18 country-level Arabic dialects using QADI dataset and pretrained language model AraBERT
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Mar 14, 2022 - Jupyter Notebook
Sentiment analysis is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information. So, in this application, we are asking a YouTuber to enter the channel id and a particular timeline. By using the channel id a…
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Dec 28, 2022 - SCSS
Machine learning (ML) solution that review end-user license agreements (EULA) for terms and conditions that are unacceptable to the government
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Nov 14, 2021 - Python
12th place (top 4%) solution for Shopee Code League 2020 - Sentiment Analysis
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Aug 3, 2020 - Jupyter Notebook
Political Fake News
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Mar 29, 2020 - Jupyter Notebook
Part of data repository for thesis/skripsi titled: "Assessment Study on ktrain Library for Text Processing"
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Dec 15, 2021 - Jupyter Notebook
Twitter has become an important communication channel in times of emergency. The ubiquitousness of smartphones enables people to announce an emergency they’re observing in real-time. Because of this, more agencies are interested in programatically monitoring Twitter (i.e. disaster relief organizations and news agencies). But, it’s not always cle…
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Sep 26, 2021 - Jupyter Notebook
Automated & Augmented ML Toolbox for Image Classification
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Dec 6, 2023 - Python
Twitter Sentiment Analysis using various models
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Mar 24, 2023 - Jupyter Notebook
This project explores advanced NLP techniques using RoBERTa and XLNet models to classify human emotions from textual data. By leveraging robust training and optimization methods, it aims to enhance emotion detection accuracy in applications like social media analysis and customer support.
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Jul 24, 2024 - Jupyter Notebook
BERT is a Transformer-based machine learning technique for natural language processing (NLP) pre-training developed by Google.
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Dec 3, 2020 - Jupyter Notebook
Build a multi-headed model that’s capable of detecting different types of of toxicity like threats, obscenity, insults, and identity-based hate.
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Jul 24, 2022 - Jupyter Notebook
Emotion analysis of English tweets using machine learning approach.
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Jul 24, 2022 - Jupyter Notebook
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