named-entity-recognition

There are 1571 repositories under named-entity-recognition topic.

  • seqeval

    A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

    Language:Python1.1k

  • YEDDA

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

    Language:Python1k

  • open-semantic-search

    Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

    Language:Shell984

  • tf_ner

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

    Language:Python923

  • nlu

    1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

    Language:Python883

  • Chatito

    🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

    Language:TypeScript877

  • name-dataset

    The Python library for names.

    Language:Python851
  • transformers-tutorials

    transformers-tutorials

    Github repo with tutorials to fine tune transformers for diff NLP tasks

    Language:Jupyter Notebook825

  • Awesome-LLM4IE-Papers

    Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

    813

  • spacy-streamlit

    👑 spaCy building blocks and visualizers for Streamlit apps

    Language:Python811

  • Knowledge-Graph-Tutorials-and-Papers

    Insightful Tutorials and Papers about Knowledge Graphs

    787

  • awesome-persian-nlp-ir

    Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

    728

  • ckip-transformers

    CKIP Transformers

    Language:Python701

  • spert

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

    Language:Python691

  • PhoBERT

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

    671

  • awesome-chinese-ner

    中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集，以及中文预训练模型、词向量、实体识别综述等。

    631

  • ontogpt

    LLM-based ontological extraction tools, including SPIRES

    Language:Jupyter Notebook626

  • lightKG

    基于Pytorch和torchtext的知识图谱深度学习框架。

    Language:Python614
  • datashare

    datashare

    A self-hosted search engine for documents.

    Language:Java601

  • VnCoreNLP

    A Vietnamese natural language processing toolkit (NAACL 2018)

    Language:Java600

  • BERTweet

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

    Language:Python579

  • PIXIU

    This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

    Language:Jupyter Notebook567

  • m3tl

    BERT for Multitask Learning

    Language:Jupyter Notebook547

  • ner-lstm

    Named Entity Recognition using multilayered bidirectional LSTM

    Language:Python540

  • informers

    Fast transformer inference for Ruby

    Language:Ruby538

  • tensorflow-nlp-tutorial

    tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

    Language:Jupyter Notebook533

  • pytorch_bert_bilstm_crf_ner

    基于pytorch的bert_bilstm_crf中文命名实体识别

    Language:Python529

  • W2NER

    Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

    Language:Python520

  • pytorch-bert-crf-ner

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

    Language:Jupyter Notebook492

  • AutoNER

    Learning Named Entity Tagger from Domain-Specific Dictionary

    Language:ChucK482

  • CLUENER2020

    A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

    Language:Python481

  • cogcomp-nlp

    CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

    Language:Java473

  • ner

    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

    469

  • bertNER

    ChineseNER based on BERT, with BiLSTM+CRF layer

    Language:Python442

  • NER-BERT-pytorch

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

    Language:Python442

  • Entity-Recognition-In-Resumes-SpaCy

    Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition

    Language:Python442