Piji Li

Startups about artificial intelligence. (DM, ML, NLP, CV...)

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Deep Learning and applications in Startups, CV, NLP

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Chinese GPT2: pre-training and fine-tuning framework for text generation

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Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

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Code for ACL 2020 paper "Rigid Formats Controlled Text Generation"：https://www.aclweb.org/anthology/2020.acl-main.68/

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RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

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Variational Autoencoders (VAEs) in Theano for Images and Text

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datasets for NLP research

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HRED VHRED VHCR for Multi-Turn Dialogue Systems

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code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"

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