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Xiaoguo's Projects

tencent2020_rank1st icon tencent2020_rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

transformers-in-nlp icon transformers-in-nlp

Understand concept in the paper "Attention Is All You Need" such as multi-headed self-attention and positional encoding. Also, implementation of Transformer using FastAi library.

ulmfit-sentiment-analysis icon ulmfit-sentiment-analysis

Starting with AWD-LSTM and ULMFiT paper with English language. Then moving on to BERT, transformer, GPT-2 and modelling other languages.

video-classification icon video-classification

Video classification comparing 3d ResNet, CRNN, RexNext, and usefulness of attention mechanism benchmarked on UCF-101 dataset

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