named-entity-recognition | Topic

Topic: "named-entity-recognition"

dmis-lab/GeNER

Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)

Language: Python - Size: 82.5 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 76 - Forks: 9

zliucr/coach

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Language: Python - Size: 264 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 76 - Forks: 19

philipperemy/Stanford-NER-Python

Stanford Named Entity Recognizer (NER) - Python Wrapper

Language: Python - Size: 166 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 76 - Forks: 16

monologg/KoBERT-NER

NER Task with KoBERT (with Naver NLP Challenge dataset)

Language: Python - Size: 21 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 75 - Forks: 29

Ankit-Kumar-Saini/Coursera_Deep_Learning_Specialization

Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.

Language: Jupyter Notebook - Size: 208 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 74 - Forks: 54

Flight-School/ner 📦

A command-line utility for extracting names of people, places, and organizations from text on macOS.

Language: Swift - Size: 11.7 KB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 73 - Forks: 1

ahmedbesbes/anonymization-api

How to build and deploy an anonymization API with FastAPI and SpaCy

Language: Python - Size: 32.1 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 71 - Forks: 28

saiwaiyanyu/knowledge-graph-nlp-in-action

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

Language: Python - Size: 3.05 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 71 - Forks: 25

jantrienes/nereval

Evaluation script for named entity recognition (NER) systems based on entity-level F1 score.

Language: Python - Size: 22.5 KB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 70 - Forks: 8

fordai/CCKS2019-Chinese-Clinical-NER

The word2vec-BiLSTM-CRF model for CCKS2019 Chinese clinical named entity recognition.

Language: Python - Size: 15.5 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 70 - Forks: 17

arop/ner-re-pt

Named entity extraction from Portuguese web text

Language: Python - Size: 1.02 GB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 70 - Forks: 20

smitkiri/ehr-relation-extraction

NER and Relation Extraction from Electronic Health Records (EHR).

Language: Python - Size: 1.28 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 69 - Forks: 29

jinzhuoran/CogIE

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

Language: Python - Size: 343 KB - Last synced at: 14 days ago - Pushed at: almost 3 years ago - Stars: 68 - Forks: 5

DerwenAI/strwythura

How to construct knowledge graphs from unstructured data sources

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 67 - Forks: 6

Babelscape/ner4el

Repository for the paper "Named Entity Recognition for Entity Linking: What Works and What's Next" (EMNLP 2021).

Language: Python - Size: 3.24 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 67 - Forks: 2

JonathanRaiman/wikipedia_ner

:book: Labeled examples from wiki dumps in Python

Language: Jupyter Notebook - Size: 108 KB - Last synced at: 26 days ago - Pushed at: almost 9 years ago - Stars: 67 - Forks: 7

nlpaueb/gr-nlp-toolkit

The Greek NLP toolkit for Python. Supports NER/DP/POS Tagging/Greeklish-to-Greek Transliteration. Visit the playground here: https://huggingface.co/spaces/AUEB-NLP/greek-nlp-toolkit-demo (paper presented at COLING 2025)

Language: Python - Size: 39.4 MB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 66 - Forks: 6

dayyass/QaNER

Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.

Language: Python - Size: 2.29 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 65 - Forks: 6

SkyAndCloud/bilstm_crf_sequence_labeling_pytorch

Bi-LSTM+CRF sequence labeling model implemented in PyTorch

Language: Python - Size: 1.43 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 64 - Forks: 20

vmware/data-annotator-for-machine-learning

Data annotator for machine learning allows you to centrally create, manage and administer annotation projects for machine learning

Language: TypeScript - Size: 12.3 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 63 - Forks: 23

yumeng5/RoSTER

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

Language: Python - Size: 4.03 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 7

Babelscape/wikineural

Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2021).

Language: Python - Size: 225 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 61 - Forks: 10

fmpr/CrowdLayer

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Language: Jupyter Notebook - Size: 223 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 61 - Forks: 20

jiaqianghuai/tf-lstm-crf-batch

Tensorflow-LSTM-CRF tool for Named Entity Recognizer

Language: Python - Size: 15.6 KB - Last synced at: 12 months ago - Pushed at: almost 8 years ago - Stars: 61 - Forks: 22

Chenfeng1271/awesome-MNER

awesome-multimodal-named-entity-recognition

Size: 176 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 5

Hironsan/IOB2Corpus

Japanese IOB2 tagged corpus for Named Entity Recognition.

Size: 442 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 60 - Forks: 19

VinAIResearch/PhoNER_COVID19

COVID-19 Named Entity Recognition for Vietnamese (NAACL 2021)

Size: 3.53 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 59 - Forks: 16

LHNCBC/metamaplite

A near real-time named-entity recognizer

Language: Java - Size: 1010 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 14

KBNLresearch/europeananp-ner

Named Entities Recognition Annotator Tool for Europeana Newspapers

Language: Java - Size: 4.83 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 59 - Forks: 7

JohnGiorgi/seq2rel

The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.

Language: Jupyter Notebook - Size: 1.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 58 - Forks: 8

neelkamath/spacy-server 📦

🦜 Containerized HTTP API for industrial-strength NLP via spaCy and sense2vec

Language: Python - Size: 87.9 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 58 - Forks: 13

dumitrescustefan/ronec

Romanian Named Entity Corpus (RONEC) version 2.0

Language: Python - Size: 24.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 14

lemuria-wchen/imcs21

Code and dataset for our Bioinformatics 2022 paper: "A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets"

Language: Python - Size: 18 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 12

holylovenia/question-answer-generation

Question-answer generation from text

Language: Jupyter Notebook - Size: 59.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 21

dayyass/pytorch-ner

Pipeline for training NER models using PyTorch.

Language: Python - Size: 920 KB - Last synced at: 4 days ago - Pushed at: almost 3 years ago - Stars: 56 - Forks: 9

shushanxingzhe/transformers_ner

Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to customize

Language: Python - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 13

dnanhkhoa/python-vncorenlp

A Python wrapper for VnCoreNLP using a bidirectional communication channel.

Language: Python - Size: 40 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 56 - Forks: 18

ncbi/AIONER

AIONER

Language: Python - Size: 20.8 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 55 - Forks: 17

wannaphong/thai-ner

Thai Named Entity Recognition

Language: Jupyter Notebook - Size: 133 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 54 - Forks: 19

floydhub/named-entity-recognition-template

Build a deep learning model for predicting the named entities from text.

Language: Jupyter Notebook - Size: 527 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 54 - Forks: 18

zjunlp/ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

Language: Python - Size: 4.18 MB - Last synced at: 3 days ago - Pushed at: 22 days ago - Stars: 53 - Forks: 7

eagle705/korean-ner-cnn-bilstm

CNN+BiLSTM 기반 한국어 개체명 인식기입니다

Language: Python - Size: 57.3 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 53 - Forks: 25

kermitt2/grobid-ner

A Named-Entity Recogniser based on Grobid.

Language: Java - Size: 142 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 52 - Forks: 11

Legal-NLP-EkStep/legal_NER

OpenNyAI is a mission aimed at developing open source software and datasets to catalyze the creation of AI-powered solutions to improve access to justice in India. Legal NER is one the AI component developed under this mission

Language: Python - Size: 6.11 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 26

yyDing1/GNER

[ACL-24 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"

Language: Python - Size: 4.69 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 2

mtaruno/eve-bot

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

Language: Jupyter Notebook - Size: 89.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 52 - Forks: 23

undertheseanlp/ner

Vietnamese Named Entity Recognition

Language: Python - Size: 105 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 17

FranxYao/Partially-Observed-TreeCRFs

Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs

Language: Python - Size: 1.67 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 51 - Forks: 7

HaniehP/PersianNER

Named-Entity Recognition in Persian Language

Size: 201 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 51 - Forks: 7

monologg/NER-Multimodal-pytorch

Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)

Language: Python - Size: 31.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 11

sudhamstarun/Understanding-Financial-Reports-using-Natural-Language-Processing 📦

Investigate how mutual funds leverage credit derivatives by studying their routine filings to the SEC using NLP techniques 📈🤑

Language: CSS - Size: 66.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 50 - Forks: 23

yuzhimanhua/LM-LSTM-CRF Fork of LiyuanLucasLiu/LM-LSTM-CRF

Size: 173 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 48 - Forks: 9

ROBINADC/BiGRU-CRF-with-Attention-for-NER

Named Entity Recognition (NER) with different combinations of BiGRU, Self-Attention and CRF

Language: Python - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 17

SmartDataAnalytics/HORUS-NER

HORUS: A framework to boost NLP tasks

Language: Python - Size: 949 MB - Last synced at: 20 days ago - Pushed at: almost 5 years ago - Stars: 48 - Forks: 6

hu-ner/huner

Named Entity Recognition for biomedical entities

Language: Python - Size: 372 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 47 - Forks: 10

SNUDerek/NER_bLSTM-CRF

LSTM-CRF for NER with ConLL-2002 dataset

Language: Jupyter Notebook - Size: 53 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 47 - Forks: 15

zonghui0228/BioMedical-NLP-corpus

Biomedical NLP Corpus or Datasets.

Size: 27.6 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 46 - Forks: 5

datquocnguyen/jointRE

End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

Language: Python - Size: 220 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 46 - Forks: 9

astutic/Acharya

A Data Centric NER annotation tool for your Named Entity Recognition projects

Size: 11.3 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 45 - Forks: 3

himkt/pyner

🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.

Language: Python - Size: 355 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 6

kifish/NER-demo

Pytorch-BERT-CRF-NER;Chinese-Named-Entity-Recognition

Language: Python - Size: 63 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 45 - Forks: 7

SilentFlame/Named-Entity-Recognition

Corpus and a baseline neural network system for Named Entity Recognition in Hindi-English Code-Mixed social media text.

Language: Python - Size: 29.2 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 16

taishi-i/nagisa-tutorial-pycon2019

Code for PyCon JP 2019 talk "Python による日本語自然言語処理〜系列ラベリングによる実世界テキスト分析〜"

Language: Jupyter Notebook - Size: 4.81 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 45 - Forks: 1

nasa-jpl-memex/memex-gate

General Architecture for Text Engineering

Language: Python - Size: 231 MB - Last synced at: over 1 year ago - Pushed at: about 9 years ago - Stars: 45 - Forks: 27

taishan1994/BERT-Event-Extraction

使用bert进行事件抽取。

Language: Python - Size: 32.2 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 44 - Forks: 3

0xferit/ITU-Turkish-NLP-Pipeline-Caller 📦

A Python3 wrapper tool to help using ITU Turkish NLP Pipeline API -- UNMAINTAINED --

Language: Python - Size: 131 KB - Last synced at: 7 days ago - Pushed at: about 7 years ago - Stars: 44 - Forks: 9

OpenJarbas/simple_NER

simple rule based named entity recognition

Language: Python - Size: 2.1 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 43 - Forks: 9

overfit-ir/parstwiner

Name Entity Recognition (NER) on the Persian Twitter dataset.

Language: Jupyter Notebook - Size: 20.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 43 - Forks: 2

lanwuwei/BERTOverflow

A Pre-trained BERT on StackOverflow Corpus

Size: 207 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 2

gorgitko/molminer 📦

Python library and command-line tool for extracting compounds from scientific literature. Written in Python.

Language: Python - Size: 1.54 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 42 - Forks: 14

Ma-Dan/XLNet-ChineseNER

Tensorflow solution of NER task Using BiLSTM-CRF model with CMU/Google XLNet

Language: Python - Size: 3.58 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 42 - Forks: 6

d-kleine/NER_decoder

Named Entity Recognition with an decoder-only (autoregressive) LLM using HuggingFace

Language: Jupyter Notebook - Size: 886 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 41 - Forks: 0

zamgi/lingvo--Ner-ru

Named entity recognition (NER) in Russian texts / Определение именованных сущностей (NER) в тексте на русском языке

Language: C# - Size: 28.3 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 40 - Forks: 7

chakki-works/namaco

Character Based Named Entity Recognition.

Language: Python - Size: 5.24 MB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 40 - Forks: 10

GuanRunwei/FindVehicle

FindVehicle: A NER dataset in transportation to extract keywords describing vehicles on the road

Size: 1.88 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 39 - Forks: 2

AdirthaBorgohain/NER-RE

A Named Entity Recognition + Entity Linker + Relation Extraction Pipeline built using spacy v3. Given a text, the pipeline will extract entities from the text as trained and will disambiguate the entities to its normalized form through an Entity Linker connected to a Knowledge Base and will assign a relation between the entities, if any.

Language: Python - Size: 15.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 39 - Forks: 9