jiangqn/code_zoo

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Python
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MIT License
Created about 5 years ago
Updated about 4 years ago

jiangqn/code_zoo

jiangqn

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Common code segments in machine learning and natural language processing.

Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

GCN-GAN-pytorch

A pytorch implemention of GCN-GAN for temporal link prediction.

KSTER

code and data for paper "Learning Kernel-Smoothed Machine Translation with Retrieved Examples"

aspect_extraction

Auto labeling-tool implemented with PyTorch for aspect-based sentiment analysis.

TextVAE-pytorch

Implementation of Variational Auto-Encoder for text generation in pytorch.

NLP-Interpretation

A paper list for interpreting neural networks in natural language processing.

Unsupervised-Sentiment-Lexicon-Extraction

Unsupervised sentiment lexicon extraction with pytorch.

IAN-pytorch

A pytorch implemention of IAN for aspect based sentiment analysis.

DAuM-pytorch

A pytorch implemention of DAuM for aspect based sentiment analysis.

Target-Opinion-Words-Extraction

Simple CNN based and RNN based taggers for target-oriented opinion words extraction.

kappa-coefficient

A python script to compute kappa-coefficient, which is a statistical measure of inter-rater agreement.

Empirical-Studies-for-Natural-Language-Processing

A resources list of empirical studies for natural language processing.

text_classification

text classification models

mini-seq2seq-pytorch

seq2seq model with attention mechanism

natural-question-generation

A pytorch implemention of seq2seq model for natural language generation.

GCAE-pytorch

A pytorch implemention of GCAE for aspect based sentiment analysis.

seq2seq

seq2seq model with attention mechanism.