xuhaiming1996 Goto Github PK

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tensorflow实战练习，包括强化学习、推荐系统、nlp等

abstractive-summarization-with-transfer-learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

adversarialnetspapers

The classical paper list with code about generative adversarial nets

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

articlewebserver

attention-based-bilstm-relation-extraction

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

attentional_factorization_machine_afm

TensorFlow Implementation of Attentional Factorization Machine

awesome-rspapers

Recommender System Papers

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

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

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

bert-generate

bert-lstm-crf-feature-based-for-ner

bert-lstm-crf-word-find-tunning

bert-t2t

这是一个用于解决生成在生成任务中（翻译，复述等等），多样性不足问题的模型。

bert2transformer

这是一个seq2seq模型，编码器是bert,解码器是transformer的解码器，可用于自然语言处理中文本生成领域的任务

bert_transformer_en2zh

Use the trained Bert model to provide pre-trained English word embedding as the Encoder output of the Transformer model.

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

chatterbot-corpus

A multilingual dialog corpus

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-names-corpus

中文人名语料库。人名生成器。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。可用于中文分词、人名实体识别。

chinese-pretrained-xlnet

Pre-Trained Chinese XLNet (will soon release)

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_chatbot_corpus

中文公开聊天语料库

chinesenlpcorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeplearningbook-chinese

Deep Learning Book Chinese Translation