knowledge-extraction

There are 54 repositories under knowledge-extraction topic.

  • microsoft/PIKE-RAG

    PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

    Language:Python2k2425189

  • lemonhu/open-entity-relation-extraction

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

    Language:Python5351117119

  • huangwl18/language-planner

    Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

    Language:Jupyter Notebook2744833

  • microsoft/knowledge-extraction-recipes-forms

    Knowledge Extraction For Forms Accelerators & Examples

    Language:Jupyter Notebook22219450

  • DS4SD/deepsearch-toolkit

    Interact with the Deep Search platform for new knowledge explorations and discoveries

    Language:Python21442429

  • pengfei-luo/multimodal-knowledge-graph

    A collection of resources on multimodal knowledge graph, including datasets, papers and contests.

    2015217

  • zjunlp/Low-resource-KEPapers

    A Paper List of Low-resource Information Extraction

    1316011

  • zjunlp/OneKE

    [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.

    Language:HTML1126614

  • cmungall/semantic-llama

    A knowledge extraction tool that uses a large language model to extract semantic information from text

    Language:Python28121

  • christos42/CLDR_CLNER_models

    Though language model text embeddings have revolutionized NLP research, their ability to capture high-level semantic information, such as relations between entities in text, is limited. In this paper, we propose a novel contrastive learning framework that trains sentence embeddings to encode the relations in a graph structure. Given a sentence (unstructured text) and its graph, we use contrastive learning to impose relation-related structure on the token level representations of the sentence obtained with a CharacterBERT (El Boukkouri et al., 2020) model. The resulting relation-aware sentence embeddings achieve state-of-the-art results on the relation extraction task using only a simple KNN classifier, thereby demonstrating the success of the proposed method. Additional visualization by a tSNE analysis shows the effectiveness of the learned representation space compared to baselines. Furthermore, we show that we can learn a different space for named entity recognition, again using a contrastive learning objective, and demonstrate how to successfully combine both representation spaces in an entity-relation task.

    Language:Python27103

  • phongnt570/ascent

    Advanced Semantics for Commonsense Knowledge Extraction (WWW 2021)

    Language:Python25242

  • dmitrykazhdan/MARLeME

    General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems

    Language:C++21112

  • yueyu1030/STEAM

    [KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.

    Language:Python18423

  • NextGenAILabs/GenAIMindMapFlowBuilder

    GenAI Mind Map Flow Builder uses LLMs (OpenAI & Google Gemini) to generate intelligent mind maps from diverse sources like PDFs, SQL, CSVs, media, and websites. Built with FastAPI and ReactJS, it visualizes key ideas and relationships for data analysis and knowledge discovery.

    Language:Python17

  • kallemickelborg/stateful-ai-agent

    Stateful AI Agent for Knowledge Extraction

    Language:Python15

  • nicolaDeCristofaro/predictive-models-in-healthcare

    Data Science & Machine Learning Project applied to Healthcare

    Language:Jupyter Notebook15

  • phongnt570/large-scale-csk-extraction

    Refined Commonsense Knowledge from Large-Scale Web Contents (TKDE 2022)

    Language:Python12302

  • bubblspace/AIOne

    MLOne Powered by AIEdX. Machine Learning Course for Everyone. Tier1 Basic

    Language:Jupyter Notebook9106

  • DioCrafts/ai-book-summarizer

    📚 AI-Powered Book PDF Knowledge Extractor & Summarizer Transform your PDF books into structured knowledge effortlessly! This tool leverages AI to analyze books page by page, extracting key insights, definitions, and concepts, and organizes them into Markdown summaries for easier study

    Language:Python8100

  • lias-laboratory/cidoccrm-llm-extractor

    A tool for automating CIDOC CRM knowledge graph population using Large Language Models (LLMs), with a focus on RDF triple extraction from archaeological datasets.

    Language:Python7

  • szaguldo-kamaz/FRI-ReinforcementLearning

    Fuzzy Rule Interpolation-based Reinforcement Learning

    Language:MATLAB7202

  • t-charura/yt-quick-insights

    Python webapp for rapid extraction and analysis of YouTube content, enabling users to gain insights from videos and playlists without spending hours watching them.

    Language:Python5101

  • Gordarg/SnowFramework

    🌐 REST Framework

    Language:PHP40212

  • IBM/wikicausal

    WikiCausal: Corpus and Task for Evaluation of Causal Knowledge Graph Construction

    Language:Python4402

  • rajat7570/Improving-Consumer-Retailer-Connectivity

    Data mining course project

    Language:Jupyter Notebook4103

  • StonehengeNLP/ESRA-Extractor

    Explainable Scientific Research Assistant - Information Extraction Part

    Language:Python4011
  • knowledge_extraction

    yanliang12/knowledge_extraction

    End-to-end Knowledge Extraction engine. It extracts knowledge from free text and shows the knowledge in Neo4j. It extracts entities and the relationship between entities, even different expressions of the same entity is in different sentences of the text.

    Language:Python4200
  • SamO

    IlaRoss/SamO

    The Sampling Ontology

    Language:JavaScript2200

  • nebuchadneZZar01/sustineo_extractor

    A set of python softwares for knowledge extraction from sustainability reports

    Language:Python2320

  • pjaskulski/gpt_historical_text

    GPT3/GPT4, information extraction from historical texts

    Language:Python2100

  • fullscreen-triangle/helicopter

    Iterative expert research system for extracting structured knowledge from images and converts them into trainable tokens for domain-specific Language Models

    Language:Python1

  • nlpconnect/knowledge_extractor

    Extract knowledge from text and make it accessible to the world.

    Language:Jupyter Notebook1270

  • spectra-to-knowledge/SpectraToQueries

    Repository to translate spectra to queries

    Language:R11

  • szaguldo-kamaz/FRI-ReinforcementLearning-C

    Fuzzy Rule Interpolation-based Reinforcement Learning (C + AVX port)

    Language:C1200

  • Yiru-Jiao/Kansei-knowledge-extraction-through-LTP

    This repository provides code for the study "A proposal for Kansei knowledge extraction method based on natural language processing technology and online product reviews".

    Language:Python1100

  • zevio/PCU

    Plateforme de Connaissances Unifiées (PCU) project (i.e Unified Knowledge Platform)

    Language:Python1201