417 Open source projects that are alternatives of or similar to neural_name_tagging

simple rule based named entity recognition

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.

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

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

Snips Python library to extract meaning from text

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

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.

The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

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

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

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

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

BERT for Multitask Learning

基于Pytorch和torchtext的知识图谱深度学习框架。

datagrand 2019 information extraction competition rank9

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

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

LSTM-CRF for NER with ConLL-2002 dataset

Implementation of Nested Named Entity Recognition using BERT

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

Named Entity Recognition (LSTM + CRF) - Tensorflow

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.

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

ChineseNER based on BERT, with BiLSTM+CRF layer

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

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

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

👑 spaCy building blocks and visualizers for Streamlit apps

Learning Named Entity Tagger from Domain-Specific Dictionary

A curated list of NLP resources for Hungarian

NER Task with KoBERT (with Naver NLP Challenge dataset)

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

A Vietnamese natural language processing toolkit (NAACL 2018)

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

Information extraction pipeline containing coreference resolution, named entity linking, and relationship extraction

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

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

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

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

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

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

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

Implementation of Nested Named Entity Recognition using Flair

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

a sklearn wrapper for Google's BERT model

BNLP is a natural language processing toolkit for Bengali Language.

Named Entity Recognition based on dictionaries

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

Ner with Bert

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

Flexible and powerful platform for biomedical information extraction from text

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。

Tool for slot extraction from text

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

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

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

Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.

📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取