information-extraction

There are 721 repositories under information-extraction topic.

  • PaddleNLP

    PaddlePaddle/PaddleNLP

    👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

    Language:Python12.1k1053.6k2.9k

  • snipsco/snips-nlu

    Snips Python library to extract meaning from text

    Language:Python3.9k134263513

  • zjunlp/DeepKE

    [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

    Language:Python3.5k43572684

  • mit-nlp/MITIE

    MITIE: library and tools for information extraction

    Language:C++2.9k192190537
  • InvoiceNet

    naiveHobo/InvoiceNet

    Deep neural network to extract intelligent information from invoice documents.

    Language:Python2.5k76104396

  • crownpku/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

    Language:Python2.2k92139814

  • HarderThenHarder/transformers_tasks

    ⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

    Language:Jupyter Notebook2.1k1889381

  • eyurtsev/kor

    LLM(😽)

    Language:Python1.6k158089

  • urchade/GLiNER

    Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

    Language:Python1.4k17125122

  • tstanislawek/awesome-document-understanding

    A curated list of resources for Document Understanding (DU) topic

    1.3k372151
  • 007-TheBond

    Deadshot0x7/007-TheBond

    This Script will help you to gather information about your victim or friend.

    Language:Python1.2k173630

  • cocacola-lab/ChatIE

    The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)

    Language:Python79082265

  • heathersherry/Knowledge-Graph-Tutorials-and-Papers

    Insightful Tutorials and Papers about Knowledge Graphs

    768298117

  • weizhepei/CasRel

    A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

    Language:Python7671683141

  • quqxui/Awesome-LLM4IE-Papers

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

    74011042

  • davidsbatista/Annotated-Semantic-Relationships-Datasets

    A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

    685357131

  • monarch-initiative/ontogpt

    LLM-based ontological extraction tools, including SPIRES

    Language:Jupyter Notebook6042020476

  • ail-project/ail-framework

    AIL framework - Analysis Information Leak framework

    Language:Python6033220280

  • HUSTAI/uie_pytorch

    PaddleNLP UIE模型的PyTorch版实现

    Language:Python594444101

  • BaptisteBlouin/EventExtractionPapers

    A list of NLP resources focused on event extraction task

    56823196

  • adobe/NLP-Cube

    Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

    Language:HTML554325993

  • lemonhu/open-entity-relation-extraction

    Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

    Language:Python5281216122

  • gaoisbest/NLP-Projects

    word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

    Language:OpenEdge ABL523221147
  • Uscrapper

    z0m31en7/Uscrapper

    Uscrapper Vanta: Dive deeper into the web with this powerful open-source tool. Extract valuable insights with ease and efficiency, from both surface and deep web sources. Empower your data mining and analysis with Vanta's advanced capabilities. Fast, reliable, and user-friendly, Uscrapper Vanta is the ultimate choice for researchers and analysts.

    Language:Python5085652

  • gkiril/oie-resources

    A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

    49124059

  • EntySec/RomBuster

    RomBuster is a router exploitation tool that allows to disclosure network router admin password.

    Language:Python480121171

  • CogStack/MedCAT

    Medical Concept Annotation Tool

    Language:Python4502376103

  • eschultze/URLextractor

    Information gathering & website reconnaissance | https://phishstats.info/

    Language:Shell44727474

  • lemonhu/NER-BERT-pytorch

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

    Language:Python437434110

  • Cartus/AGGCN

    Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

    Language:Python43374088

  • NLPatVCU/medaCy

    :hospital: Medical Text Mining and Information Extraction with spaCy

    Language:Python432278191

  • INK-USC/USC-DS-RelationExtraction

    Distantly Supervised Relation Extraction

    Language:C++4193320111

  • modelscope/AdaSeq

    AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

    Language:Python413134138
  • holmes-extractor

    msg-systems/holmes-extractor

    Information extraction from English and German texts based on predicate logic

    Language:Python38721938

  • KarelDO/xmc.dspy

    In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

    Language:Python38324824

  • HugAILab/HugNLP

    CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊

    Language:Python38081245