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Steven Du's Projects

self-attentive-and-gated-slu icon self-attentive-and-gated-slu

Implementation of paper accepted by EMNLP 2018 using Pytorch named "A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding".

semantic3dnet icon semantic3dnet

Point cloud semantic segmentation via Deep 3D Convolutional Neural Network

semeval-pit2015 icon semeval-pit2015

data and scripts for the shared task "Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)" at SemEval 2015

semeval2016-task4 icon semeval2016-task4

This is the code used to produce the ISTI-CNR submission to semeval 2016 - task 4

semi-auto-image-annotation-tool icon semi-auto-image-annotation-tool

Semi Automatic Image Annotation Toolbox: A tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model

semimvae icon semimvae

Semi-supervised Multi-view Variational Autoencoder (semiMVAE)

semisup-learn icon semisup-learn

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

sent2vec icon sent2vec

General purpose unsupervised sentence representations

senta icon senta

Baidu's open-source Sentiment Analysis System.

sentence-vae icon sentence-vae

PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

sentence2vec icon sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

senteval icon senteval

A python tool for evaluating the quality of sentence embeddings.

sentiment-analysis-twitter icon sentiment-analysis-twitter

:mortar_board:RESEARCH:smirk_cat: [NLP :thought_balloon:] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter. :thumbsup:

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