754 Open source projects that are alternatives of or similar to Min_nlp_practice

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

reference tensorflow code for named entity tagging

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF implement in pyotrch

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

😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。

pytorch实现bert做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持GPT2进行文章续写。

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

面向中文电子病历的命名实体识别

KU_NERDY 이동엽, 임희석 (2017 국어 정보 처리 시스템경진대회 금상) - 한글 및 한국어 정보처리 학술대회

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

中文NER的那些事儿

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This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

datagrand 2019 information extraction competition rank9

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

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

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

keras+bi-lstm+crf，中文命名实体识别

chatbot_ner: Named Entity Recognition for chatbots.

A Dataset of German Legal Documents for Named Entity Recognition

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Empower Sequence Labeling with Task-Aware Language Model

LSTM-CRF for NER with ConLL-2002 dataset

Named Entity Recognition (LSTM + CRF) - Tensorflow

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

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

Papers and Book to look at when starting NLP 📚

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

reference pytorch code for named entity tagging

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

一个移动端跨平台的gpu+cpu并行计算的cnn框架(A mobile-side cross-platform gpu+cpu parallel computing CNN framework)

Sarcasm detection on tweets using neural network

Deep learning applied to georeferenced datasets

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

DLTK Model Zoo

A re-implementation of mtcnn. Joint training, tutorial and deployment together.

Official Implementation of 'Fast AutoAugment' in PyTorch.

CNN, LSTM, NBOW, fasttext 中文文本分类

Entity Component System library for javascript

CNN for intent classification task in a Chatbot

Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch

A End to End CNN Model which predicts the steering wheel angle based on the video/image

Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)

cnn pruning with tensorflow.

基于深度学习识别12306验证码

JHipster module to enable entity audit and audit log page

Excel Integration with spaCy. Training NER using Excel/XLSX from PDF, DOCX, PPT, PNG or JPG.

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

🤖️image regression (base on convnetjs)

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].