210 Open source projects that are alternatives of or similar to namaco

a sklearn wrapper for Google's BERT model

A text tagger based on Lucene / Solr, using FST technology

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

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

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

State of the Art Natural Language Processing

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

基于深度学习的自然语言处理库

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

百度NLP：分词，词性标注，命名实体识别，词重要性

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.

Source code for SEKE 2020 paper "SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER"

包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗数据命名实体识别

A Pre-trained BERT on StackOverflow Corpus

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.

Hierarchically-Refined Label Attention Network for Sequence Labeling

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

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

Federated Knowledge Extraction Framework

Dilated CNNs for NER in TensorFlow

Named Entity Recognition data for Europeana Newspapers

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

data resource untuk NLP bahasa indonesia

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

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

NER Task with KoBERT (with Naver NLP Challenge dataset)

ChineseNER based on BERT, with BiLSTM+CRF layer

Biomedical NLP Corpus or Datasets.

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Better analyze information, in all its forms

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

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

GERBIL - General Entity annotatoR Benchmark

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

基于BI-LSTM+CRF的中文命名实体识别 Pytorch

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

Vietnamese NLP Toolkit for Node

Ner with Bert

Python based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database

CKIP CoreNLP Toolkits

Named Entity Recognition with BERT using TensorFlow 2.0

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

Named Entity Recognition (LSTM + CRF) - Tensorflow

PyTorch code for SpERT: Span-based Entity and Relation Transformer

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

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

👩‍🏫 Advanced NLP with spaCy: A free online course

🧚‍♀️ Chatbot library turning conversations into actions, locally, in the browser.

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

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.

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

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

System for Medical Concept Extraction and Linking

Named-Entity Recognition in Persian Language

Python library for custom entity recognition using Sklearn CRF

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

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

A PyTorch implementation of GraphRel