Jackthebighead/chinese-text-summarization-based-on-transformers

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Jackthebighead/chinese-text-summarization-based-on-transformers

Jackthebighead

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Transformer based abstractive summarization models: mT5, T5 Pegasus, GPT-2 are implemented for Chinese text summarization.

duplicate-question-pair-identification

Three models are implemented for text similarity classification/STS problem on Quora Question Pairs dataset.

movie-recommendation-system-based-on-deep-learning

基于深度学习方法的电影推荐系统

MSBD5001-Kaggle-Competition

Source code for Kaggle competition: Traffic Speed Prediction

Jupyter Notebook

neural-question-generation-based-on-reading-comprehension

Seq2Seq architectures: BERT+GRU, BART, T5 are implemented for Neural Question Generation (NQG) on SQuAD datasets

nlp-uplearning

Learning notes and codes for Stanford CS224n NLP

Jupyter Notebook

ASHRAE-energy-usage-analysis-prediction

A Spark based energy usage prediction system on ASHRAE dataset

Jupyter Notebook

chinese-semantic-text-similarity-models

Several recent models are implemented for Chinese STS task (Semantic Textual Similarity).

techs

notes on some functional tools