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Shang Gao (Sean)'s Projects

clneg icon clneg

Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification

event-driven-stock-prediction-using-deep-learning icon event-driven-stock-prediction-using-deep-learning

A deep learning method for event driven stock market prediction. Deep learning is useful for event-driven stock price movement prediction by proposing a novel neural tensor network for learning event embedding, and using a deep convolutional neural network to model the combined influence of long-term events and short-term events on stock price movements

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

finbert icon finbert

Financial Sentiment Analysis with BERT

finbert-1 icon finbert-1

BERT for Finance : UC Berkeley MIDS w266 Final Project

flashtext icon flashtext

Extract Keywords from sentence or Replace keywords in sentences.

hierarchical-seq2seq icon hierarchical-seq2seq

A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical encoder-decoder architecture for modeling conversation triples in the MovieTriples dataset. This version of the model is built for the MovieTriples dataset.

nlp_project icon nlp_project

kaggle competition practice (https://www.kaggle.com/c/quora-question-pairs)

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