507 Open source projects that are alternatives of or similar to Ner Datasets

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.

Learning Named Entity Tagger from Domain-Specific Dictionary

A simple zero-dependency React component for tagging user-defined entities within a block of text.

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

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

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.

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Snips Python library to extract meaning from text

PhoNLP: A BERT-based multi-task learning toolkit for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)

ChineseNER based on BERT, with BiLSTM+CRF layer

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

How to build and deploy an anonymization API with FastAPI

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

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

Deep-Atrous-CNN-NER: Word level model for Named Entity Recognition

a sklearn wrapper for Google's BERT model

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

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.

NER（命名实体识别）中文语料，一站式获取

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

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

LSTM-CRF for NER with ConLL-2002 dataset

PyTorch repository for text categorization and NER experiments in Turkish and English.

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

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

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

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

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

Named Entity Recognition (LSTM + CRF) - Tensorflow

Python library for custom entity recognition using Sklearn CRF

Python module for Named Entity Recognition (NER) using natural language processing.

simple rule based named entity recognition

Named-entity recognition for Ruby

Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.

chatbot_ner: Named Entity Recognition for chatbots.

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

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

Named Entity Recognition for biomedical entities

A Vietnamese natural language processing toolkit (NAACL 2018)

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

Named Entity Recognition based on dictionaries

[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

基于Pytorch和torchtext的知识图谱深度学习框架。

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

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

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

BERT for Multitask Learning

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.

Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)

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

CrossWeigh: Training Named Entity Tagger from Imperfect Annotations

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

An NER tool for ancient place names based on Pleiades and Spacy.

👑 spaCy building blocks and visualizers for Streamlit apps

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

搜索所有中文NLP数据集，附常用英文NLP数据集

BNLP is a natural language processing toolkit for Bengali Language.