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Hanlei Xie's Projects

amls-image-classification icon amls-image-classification

The mini-project implementation of course ELEC0134: Applied Machine Learning Systems (21/22) in UCL MSc IMLS.

amls_ii_assignment21_22-kaggle icon amls_ii_assignment21_22-kaggle

In this report, we focus on the Kaggle competition Natural Language Processing with Disaster Tweets, whose objective is to distinguish the real disaster tweets from others. An attempt is made to acquire the word embedding vectors by applying word2vec structure, the vectors are then classified into two labels using Bi-LSTM, TextCNN and fine-tuned BERT models, as well as displaying their performance.

bsx-xhl-learning icon bsx-xhl-learning

A secret place where XHL will be taguht by BSX on bunches of knowledges!

multimodal-sentiment-analysis icon multimodal-sentiment-analysis

In this project, a multi-modal neural network based on feature extraction is built to realize the overall sentiment analysis of graphic and text data.

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