named-entity-recognition
There are 1571 repositories under named-entity-recognition topic.
spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
compromise
modest natural-language processing
CoreNLP
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Agriculture_KnowledgeGraph
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
snips-nlu
Snips Python library to extract meaning from text
lac
百度NLP：分词，词性标注，命名实体识别，词重要性
spark-nlp
State of the Art Natural Language Processing
DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
pyhanlp
中文分词
HarvestText
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
Kashgari
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.
zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
spacy-course
👩🏫 Advanced NLP with spaCy: A free online course
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
Information-Extraction-Chinese
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
named_entity_recognition
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
NCRFpp
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.
NeuroNER
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
entity-recognition-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.
anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
underthesea
Underthesea - Vietnamese NLP Toolkit
ChineseNER
中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF
bert4torch
An elegent pytorch implement of transformers
BERT-NER
Pytorch-Named-Entity-Recognition-with-BERT
KnowledgeGraph
knowledge graph知识图谱,从零开始构建知识图谱
spacy-llm
🦙 Integrating LLMs into structured NLP pipelines