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JaneWang's Projects

deep_srl icon deep_srl

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

dress icon dress

DRESS simplification model (EMNLP 2017) described in http://aclweb.org/anthology/D/D17/D17-1062.pdf

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

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

ppdb icon ppdb

Interface for reading the Paraphrase Database (PPDB)

sensegram icon sensegram

Making sense embedding out of word embeddings using graph-based word sense induction

sockeye icon sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

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