information-extraction

There are 65 repositories under information-extraction topic.

PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Language:Python 12836
zjunlp / DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
knowledge-graph relation-extraction chinese named-entity-recognition attribute-extraction low-resource document-level information-extraction pytorch deepke ner nlp few-shot prompt deep-learning kg multi-modal lightner knowprompt instructie
Language:Python 4180
snipsco / snips-nlu
Snips Python library to extract meaning from text
bot chatbot information-extraction intent-classification intent-parser machine-learning machine-learning-library ml named-entity-recognition ner nlp nlu python slot-filling snips text-classification
Language:Python 3944
mit-nlp / MITIE
MITIE: library and tools for information extraction
machine-learning natural-language-processing information-extraction python c-plus-plus java
Language:C++ 2957
InvoiceNet
naiveHobo / InvoiceNet
Deep neural network to extract intelligent information from invoice documents.
billing classification deep-learning deep-neural-networks deeplearning information-extraction information-retrieval invoice invoice-insight invoice-management invoice-parser invoice-pdf invoice-software invoices keras keras-neural-networks keras-tensorflow
Language:Python 2655
urchade / GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
information-extraction large-language-models named-entity-recognition natural-language-processing prompt-tuning
Language:Python 2478
HarderThenHarder / transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
nlp text-classification text-matching information-extraction reinforcement-learning transformers text-generation
Language:Jupyter Notebook 2392
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
chinese-nlp information-extraction named-entity-recognition nlp relation-extraction
Language:Python 2265
eyurtsev / kor
LLM(😽)
information-extraction llm natural-language natural-language-processing natural-language-understanding
Language:Python 1683
tstanislawek / awesome-document-understanding
A curated list of resources for Document Understanding (DU) topic
awesome-list machine-learning information-extraction key-information-extraction document-understanding robotic-process-automation document-analysis document-layout-analysis ocr natural-language-processing deep-learning nlp awesome pdf rpa pdf-documents document-intelligence unstructured-data intelligent-processing document-ai
1473
007-TheBond
Deadshot0x7 / 007-TheBond
This Script will help you to gather information about your victim or friend.
kali-linux parrot osnit hacking termux-tool termux-hacking kali-tools hacking-tool hacking-tools termux hackingtools metasploit information-gathering noobhackersyt offensive-security open-source-intelligence information-extraction cybersecuirty metaspoilt tools
Language:Python 1401
quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models named-entity-recognition relation-extraction zero-shot-learning
1022
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)
ai chatgpt chatgpt-app event-extraciton event-extraction eventexecutor information-extraction knowledge-graph llm ner nlp openai relation-extraction tool zero-shot
Language:Python 828
ail-project / ail-framework
AIL framework - Analysis Information Leak framework
ail-framework data-mining information-extraction information-security leak
Language:Python 814
weizhepei / CasRel
[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
bert information-extraction keras knowledge-graph relation-extraction relational-triple-extraction
Language:Python 804
kruskal-labs / toolfront
Data retrieval environments for AI agents
agent analytics artificial-intelligence bigquery data-analysis data-engineering data-science database databricks dataops information-extraction information-retrieval machine-learning mcp mlops mysql python snowflake sql sqlite
Language:Python 766
monarch-initiative / ontogpt
LLM-based ontological extraction tools, including SPIRES
ai chat-gpt data-modeling gpt-3 information-extraction language-models large-language-models linkml llm monarchinitiative named-entity-recognition ner nlp oaklib obofoundry relation-extraction
Language:Jupyter Notebook 756
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.
osint python web-scraping website-scraper information-extraction information-gathering osint-python osint-tool reconnaissance webscraping websites selenium selenium-webscraper webcra webcrawler darkweb darkweb-crawler tor
Language:Python 718
davidsbatista / Annotated-Semantic-Relationships-Datasets
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
semantic-relationship-extraction datasets annotated nlp information-extraction supervised-learning
699
HUSTAI / uie_pytorch
PaddleNLP UIE模型的PyTorch版实现
information-extraction pytorch transformers uie
Language:Python 659
BaptisteBlouin / EventExtractionPapers
A list of NLP resources focused on event extraction task
event-coreference event-detection event-extraction information-extraction nlp papers
576
adobe / NLP-Cube
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
dependency-parser dependency-parsing embeddings information-extraction language-pipeline lemmatization machine-translation nlp-cube parse part-of-speech-tagger sentence-splitting tokenization universal-dependencies
Language:HTML 561
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
word2vec sentence2vec machine-reading-comprehension dialogue-systems text-classification pretrained-language-model sequence-labeling information-retrieval information-extraction knowledge-graph text-generation network-embedding
Language:OpenEdge ABL 560
lemonhu / open-entity-relation-extraction
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
entity-relation relation-extraction knowledge-base knowledge-extraction paper-implementations open-domain information-extraction python3
Language:Python 535
EntySec / RomBuster
RomBuster is a router exploitation tool that allows to disclosure network router admin password.
exploit credentials-gathering password-cracker information-extraction information-gathering payload payloads exploits kalilinux passwords hacking hack router-hacking router iot iot-hacking entysec
Language:Python 525
CogStack / MedCAT
Medical Concept Annotation Tool
electronic-health-records nlp ner healthcare snomed umls covid-19 information-extraction learn natural-language-processing collaborate
Language:Python 512
LettuceDetect
KRLabsOrg / LettuceDetect
LettuceDetect is a hallucination detection framework for RAG applications.
bert hallucination-detection hallucination-evaluation information-extraction nlp python pytorch token-classification
Language:Python 509
gkiril / oie-resources
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
open-information-extraction information-extraction nlp nlp-resources nlp-apis literature-review papers natural-language-processing natural-language-understanding nlu oie-systems extract-information relation-extraction openie dataset data-science datascience ai big-data corpus-data
500
zjukg / KG-MM-Survey
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
awsome-list cross-modal-retrieval entity-alignment entity-linking image-classification image-generation information-extraction knowledge-graph knowledge-graph-embeddings large-language-models multi-modal-fusion multi-modal-knowledge-graph multi-modal-learning paper-list survey surveys visual-question-answering awsome
458
zjunlp / AutoKG
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
chatgpt event-extraction gpt4 information-extraction knowledge-graph knowledge-graph-completion knowledge-graph-construction large-language-models link-prediction relation-extraction relational-triple-extraction
Language:Python 458
eschultze / URLextractor
Information gathering & website reconnaissance | https://phishstats.info/
information-gathering information-extraction whois abuse shodan virustotal phishing malware malicious-domains domain incident-response osint
Language:Shell 456
lemonhu / NER-BERT-pytorch
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
ner named-entity-recognition entity-extraction chinese-ner google-bert transformer msra information-extraction pytorch
Language:Python 449
modelscope / AdaSeq
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
entity-typing named-entity-recognition natural-language-processing natural-language-understanding nlp pytorch sequence-labeling word-segmentation ner relation-extraction bert chinese-nlp crf information-extraction multi-modal-ner token-classification
Language:Python 449
KarelDO / xmc.dspy
In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.
information-extraction prompt-engineering retrieval retrieval-augmented-generation
Language:Python 442
NLPatVCU / medaCy
:hospital: Medical Text Mining and Information Extraction with spaCy
clinical-text-processing information-extraction machine-learning medical-natural-language-processing medical-text-mining metamap natural-language-processing spacy
Language:Python 440
Cartus / AGGCN
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
graph-neural-networks graph-convolutional-networks information-extraction relation-extraction nlp deep-learning
Language:Python 435