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Wang Xinyu's Projects

beginner_nlp icon beginner_nlp

A curated list of beginner resources in Natural Language Processing

bypy icon bypy

Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端

decomposable_attention icon decomposable_attention

Tensorflow implemenetation of Decomposable Attention Model (A Decomposable Attention Model for Natural Language Inference, 2016).

dnc-tensorflow icon dnc-tensorflow

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

familia icon familia

A Toolkit for Chinese Topic Modeling

finch icon finch

machine learning models I have coded (tensorflow / pytorch)

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.

para-nmt-50m icon para-nmt-50m

Pre-trained models and code and data to train and use models from "Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations"

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

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