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rank_distill

A PyTorch implementation of Ranking Distillation

ranknet

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

recadam

Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

recommendation_papers

paper collection for recommendation aspet

relation_extraction

AAAI2015 Learning Entity and Relation Embeddings for Knowledge Graph Completion

reltextrank

RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representation

replicating-deepmind

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

retrofitting

Retrofitting Word Vectors to Semantic Lexicons

rgcn-with-bert

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

rnn-colle

RNN(Reservoir, Stacked LSTM, etc.) Library

rnn-theano

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分最新论文MLSTM等

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

rnnlmpara

Parallel RNN LM trainer

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

s-lstm

Code for the paper: Sentence-State LSTM for Text Representation

scrapy-itzhaopin

scrnns

This is a self contained software accompanying the paper titled: Learning Longer Memory in Recurrent Neural Networks: http://arxiv.org/abs/1412.7753.

sentence-similarity

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

sentencesim

中文短文句相似读

sentiment

情感分类

seq2seq

Sequence to Sequence Learning with Keras

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

seq2seq_chatbot_qa

使用TensorFlow实现的Sequence to Sequence的聊天机器人模型

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sequence-to-sequence-generation-skip-thoughts-

Modeling the Skip Thoughts Paper http://arxiv.org/pdf/1506.06726v1.pdf in Keras

sina-weibo-api-access-by-python

主要实现token自动生成及更新 适合于后端服务相关应用

skip-thoughts

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