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knowledge-extraction

基于中文的知识抽取，BaseLine：Bi-LSTM+CRF

langchain-chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

lstm-cnn_classification

lstm-jump-for-text-skimming

Reimplementation of "Learning to Skim Text"

ml

multi-label-text-classification

About Muti-Label Text Classification Based on Neural Network.

multi-label-text-classification-using-bert

Multi Label text classification using bert

multi_label_classifier_finetune

微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)

my_study

ner-slot_filling

中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF

ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

nlp

兜哥出品 <一本开源的NLP入门书籍>

nlp-1

nlp 自然语言处理相关 神经网络的应用

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

nlp-paper

NLP Paper

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlp_research

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

nlu_sim

all kinds of baseline models for sentence similarity

numpy-ml

Machine learning, in numpy

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

paper-reading

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

paper_link

论文归纳库

predictionapi

Tutorial on deploying machine learning models to production

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

project_list

pynlp

NLP related tasks, including text classification, sequence annotation, text relations, machine translation and other tasks.