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bert

TensorFlow code and pre-trained models for BERT

bertner

bert-ner for chinese with BiLSTM+CRF model

bleurt

BLEURT is a metric for Natural Language Generation based on transfer learning.

btm

BTM实现代码

ccks_baidu_entity_link

ccks baidu entity link 实体链接 第一名

cluener2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

dense_bilstm

Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

hgat

Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019)

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

mpsan

Multiple Positional Self-Attention Network

mulrel-nel

named entity linking with latent relations

nltk_data

NLTK Data

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

relgan

Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation

salnet

SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction

semi-supervised-text-classification

semi-supervised for text classification

seqgan

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

sequential_sentence_classification

https://arxiv.org/pdf/1909.04054

stcka

Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention

tensor-gcn-text-classification-tensorflow

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

texting

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

word2vec

analysis the source code of word2vec