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91 search results found

Snips Nlu ⭐ 3,796

Snips Python library to extract meaning from text

Nlp_paper_study ⭐ 3,373

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Uer Py ⭐ 2,802

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

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

Mitie ⭐ 2,778

MITIE: library and tools for information extraction

Jionlp ⭐ 2,724

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Deepke ⭐ 2,679

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

Jiagu ⭐ 2,581

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

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Kashgari ⭐ 2,141

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Nlp Interview Notes ⭐ 1,975

该仓库主要记录 NLP 算法工程师相关的面试题

Ncrfpp ⭐ 1,862

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.

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Bert Ner Pytorch ⭐ 1,666

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

Recognizers Text ⭐ 1,644

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text

Knowledge Graphs ⭐ 1,610

A collection of research on knowledge graphs

Nlpcda ⭐ 1,573

一键中文数据增强包； NLP数据增强、bert数据增强、EDA：pip install nlpcda

Nlp Knowledge Graph ⭐ 1,560

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Textbrewer ⭐ 1,387

A PyTorch-based knowledge distillation toolkit for natural language processing

Entity Recognition Datasets ⭐ 1,386

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

Deepnlp ⭐ 1,311

Deep Learning NLP Pipeline implemented on Tensorflow

Underthesea ⭐ 1,288

Underthesea - Vietnamese NLP Toolkit

Projects ⭐ 1,207

🪐 End-to-end NLP workflows from prototype to production

Ktrain ⭐ 1,188

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Named_entity_recognition ⭐ 1,118

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

Natasha ⭐ 1,085

Solves basic Russian NLP tasks, API for lower level Natasha projects

Wink Nlp ⭐ 1,057

Developer friendly Natural Language Processing ✨

Zemberek Nlp ⭐ 1,045

NLP tools for Turkish.

Awesome Python ⭐ 997

A curated list of awesome Python frameworks, libraries and software.

Tencentpretrain ⭐ 951

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

Source code of K-BERT (AAAI2020)

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Spacy Streamlit ⭐ 688

👑 spaCy building blocks and visualizers for Streamlit apps

一个生产级、高性能、模块化、可扩展的中文NLP工具包。（中文分词、平均感知机、fastText、拼音

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Sequence Labeling Bilstm Crf ⭐ 605

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

BERT for Multitask Learning

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Chinese_models_for_spacy ⭐ 498

SpaCy 中文模型 | Models for SpaCy that support Chinese

Python Stanford Corenlp ⭐ 492

Python interface to CoreNLP using a bidirectional server-client interface.

Vncorenlp ⭐ 472

A Vietnamese natural language processing toolkit (NAACL 2018)

Pytorch Bert Crf Ner ⭐ 461

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

official repository for ChatIE paper and a tool of IE using ChatGPT. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and the speed/model will be slow/overloaded.)

Cogcomp Nlp ⭐ 448

CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

Ontogpt ⭐ 435

LLM-based ontological extraction tools, including SPIRES

Ner Bert ⭐ 403

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Medical Concept Annotation Tool

a Deep Learning Framework for Text

Chinese Nlp Corpus ⭐ 378

Collections of Chinese NLP corpus

命名实体识别实践与探索

Marktool ⭐ 321

DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于

Smoothnlp ⭐ 320

专注于可解释的NLP技术 An NLP Toolset With A Focus on Explainable Inference

Chatbot_ner ⭐ 320

chatbot_ner: Named Entity Recognition for chatbots.

Spanmarkerner ⭐ 297

SpanMarker for Named Entity Recognition

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

Zero and Few shot named entity & relationships recognition

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Multi Task Nlp ⭐ 269

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

Hscrf Pytorch ⭐ 261

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

Nlp Labelling ⭐ 256

Labelling platform for text using weak supervision.

Macropodus ⭐ 256

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 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)

BNLP is a natural language processing toolkit for Bengali Language.

Fancy Nlp ⭐ 246

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Vert Papers ⭐ 245

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

A web-based document annotation tool, powered by GPT-4 🚀

Concise Concepts ⭐ 222

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

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

Torchnlp ⭐ 221

Easy to use NLP library built on PyTorch and TorchText

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Spacy Lookup ⭐ 190

Named Entity Recognition based on dictionaries

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

Persian Ner ⭐ 184

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

Bi Lstm Crf ⭐ 180

A PyTorch implementation of the BI-LSTM-CRF model.

Nlp Public Dataset ⭐ 172

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集, 中文分词数据集

Nlp_research ⭐ 170

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/文四大任务

Php Stanford Nlp ⭐ 161

PHP interface to Stanford NLP tools (POS Tagger, NER, Parser)

Dan Jurafsky Chris Manning Nlp ⭐ 155

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

Huspacy ⭐ 145

HuSpaCy: industrial-strength Hungarian natural language processing

Dadmatools ⭐ 142

DadmaTools is a Persian NLP tools developed by Dadmatech Co.

Presidio Research ⭐ 131

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

Ipymarkup ⭐ 126

NER, syntax markup visualizations

Data_science ⭐ 125

daily curated links in DS, DL, NLP, ML

Multilingual_ner ⭐ 120

Applying BERT to named entity recognition in English and Russian.

Bert Sklearn ⭐ 119

a sklearn wrapper for Google's BERT model

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

Clinicaltransformerner ⭐ 115

a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

NLP framework in python for entity recognition and relationship extraction

Xlnet_extension_tf ⭐ 112

XLNet Extension in TensorFlow

Nlp Challenge ⭐ 108

NLP Shared tasks (NER, SRL) using NSML

Pytorch ⭐ 104

PyTorch tutorials A to Z

Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality of your data.

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