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elmoformanylangs

Pre-trained ELMo Representations for Many Languages

end-to-end-sequence-labeling-via-bi-directional-lstm-cnns-crf-tutorial

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

feen

ftp4fun

Implementation of a simple FTP client and server

gitment

goingcoder.github.io

gpt2-chinese

中文的GPT2模型训练代码，基于Pytorch-Transformers

id-cnn-cws

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

interest

weekly summary of interests

interview

📚 C/C++面试知识总结

interview-1

笔试面试知识整理

knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

knowledgegraph_ner

中文医学知识图谱命名实体识别，包括bi-LSTM+CRF，transformer+CRF等模型

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

lattice_lstm

lattice lstm cell implementation with tensorflow

learnspider

python

leetcode

LeetCode题解，151道题完整版

linear_chain_crf

A HMM-like linear-chain CRF, used Tensorflow API. :hatching_chick:

lr-cnn

lstm-crf

A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.:smirk:

lstms

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

ml_python

机器学习算法的Python实现

ner

命名实体识别实践与探索

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

ner-with-ls

ner_transformer

A transformer model that should be able to solve a simple NER task

nermultimodal

Implementation of Adaptive Co-attention Network for Named Entity Recognition in Tweets in AAAI2018.

neural-network-from-scratch

Implementing Multiple Layer Neural Network from Scratch