Kaggle text classification May 9, 2023 · In this article, I will discuss some great tips and tricks to improve the performance of your text classification model. . This time we've gone through the latest 5 Kaggle competitions in text classification and extracted some great insights from the discussions and winning solutions and put them into this article. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. For more detailed tutorial on text classification with TF-Hub and further steps for improving the accuracy, take a look at Text classification with TF-Hub. Nov 29, 2020 · Kaggle also hosts competitions with monetary prizes to encourage specific text classification projects and research. Flexible Data Ingestion. Explore and run machine learning code with Kaggle Notebooks | Using data from US Economic News Articles (Useful for NLP) Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. We will then submit the predictions to Kaggle. These tricks are obtained from solutions of some of Kaggle’s top NLP competitions. Namely, I’ve gone through: Jigsaw Unintended Bias in Toxicity Classification – $65,000; Toxic Comment Classification Challenge – $35,000 Mar 9, 2024 · In this tutorial, we will use a TF-Hub text embedding module to train a simple sentiment classifier with a reasonable baseline accuracy. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. GroupLens Datasets : GroupLens is a research lab specialized in recommender systems, online communities, mobile and ubiquitous technologies, digital libraries, and geographic information systems. Setup Dec 17, 2023 · Text Classification Steps in Conventional NLP Methods Now let’s get our hands dirty and don’t worry I will share all the code with more details in my Kaggle account which you can find at Hi all, You may remember that a couple of weeks ago we compiled a list of tricks for image segmentation problems. xmrsy wsiek jerbsm rlcp jvbai iuw zcbp lcoihwc mrasw xuxp

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