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yuquanle's Projects

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

iclr2016 icon iclr2016

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

nbow2-text-class icon nbow2-text-class

Data and code used in the 2016 RepL4NLP ACL paper, "Learning Word Importance with the Neural Bag-of-Words Model"

ngram2vec icon ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

opencc icon opencc

A project for conversion between Traditional and Simplified Chinese

practicalai icon practicalai

📚A practical approach to learning machine learning.

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

seq2seq icon seq2seq

keras example of seq2seq, auto title

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