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Jianxing Ma's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

ck-web icon ck-web

Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments:

lmmqa icon lmmqa

Information Retrieval based QA: BM25, rule based & clstm based..

nmt icon nmt

Implementation of Neural Machine Translation by jointly learning to align and translate

nmt-1 icon nmt-1

TensorFlow Neural Machine Translation Tutorial

papers icon papers

:paperclip: Summaries of papers on deep learning

pycorrector icon pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

rltalk icon rltalk

Talk on Reinforcement Learning and Multi-Armed Bandits for the Data Incubator

seal icon seal

Code for SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction)

slots icon slots

A multi-armed bandit library for Python

various-attention-mechanisms icon various-attention-mechanisms

This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc

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