Interested in natural language processing and machine learning.
Aspect-Based-Sentiment-Analysis. A paper list for aspect based sentiment analysis.
455GCN-GAN-pytorch. A pytorch implemention of GCN-GAN for temporal link prediction.
104Text-Style-Transfer. A list of resources about Text Style Transfer
59KSTER. code and data for paper "Learning Kernel-Smoothed Machine Translation with Retrieved Examples"
24TextVAE-pytorch. Implementation of Variational Auto-Encoder for text generation in pytorch.
12aspect_extraction. Auto labeling-tool implemented with PyTorch for aspect-based sentiment analysis.
12NLP-Interpretation. A paper list for interpreting neural networks in natural language processing.
9Unsupervised-Sentiment-Lexicon-Extraction. Unsupervised sentiment lexicon extraction with pytorch.
8IAN-pytorch. A pytorch implemention of IAN for aspect based sentiment analysis.
4code_zoo. Common code segments in machine learning and natural language processing.
3DAuM-pytorch. A pytorch implemention of DAuM for aspect based sentiment analysis.
3Target-Opinion-Words-Extraction. Simple CNN based and RNN based taggers for target-oriented opinion words extraction.
2kappa-coefficient. A python script to compute kappa-coefficient, which is a statistical measure of inter-rater agreement.
2text_classification. text classification models
1Empirical-Studies-for-Natural-Language-Processing. A resources list of empirical studies for natural language processing.
1GCAE-pytorch. A pytorch implemention of GCAE for aspect based sentiment analysis.
1natural-question-generation. A pytorch implemention of seq2seq model for natural language generation.
1mini-seq2seq-pytorch. seq2seq model with attention mechanism
1seq2seq. seq2seq model with attention mechanism.
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