knowledge-extraction | Topic | Ecosyste.ms: Repos

Topic: "knowledge-extraction"

microsoft/PIKE-RAG

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Language: Python - Size: 6.53 MB - Last synced at: 1 day ago - Pushed at: 9 days ago - Stars: 1,773 - Forks: 155

lemonhu/open-entity-relation-extraction

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

Language: Python - Size: 292 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 532 - Forks: 121

huangwl18/language-planner

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

Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 271 - Forks: 33

microsoft/knowledge-extraction-recipes-forms 📦

Knowledge Extraction For Forms Accelerators & Examples

Language: Jupyter Notebook - Size: 81.3 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 222 - Forks: 51

DS4SD/deepsearch-toolkit

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

Language: Python - Size: 5.81 MB - Last synced at: about 7 hours ago - Pushed at: 4 months ago - Stars: 200 - Forks: 27

pengfei-luo/multimodal-knowledge-graph

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

Size: 50.8 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 162 - Forks: 17

zjunlp/Low-resource-KEPapers

A Paper List of Low-resource Information Extraction

Size: 171 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 116 - Forks: 10

zjunlp/OneKE

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

Language: HTML - Size: 21.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 56 - Forks: 6

cmungall/semantic-llama

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

Language: Python - Size: 1.52 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 1

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: Python - Size: 411 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 23 - Forks: 3

phongnt570/ascent

Advanced Semantics for Commonsense Knowledge Extraction (WWW '21)

Language: Python - Size: 13 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 2

dmitrykazhdan/MARLeME

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

Language: C++ - Size: 215 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 2

yueyu1030/STEAM

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

Language: Python - Size: 26.2 MB - Last synced at: 1 day ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 3

kallemickelborg/agentic-ai

Stateful AI Agent for Knowledge Extraction

Language: Python - Size: 283 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 11 - Forks: 4

bubblspace/AIOne

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

Language: Jupyter Notebook - Size: 29.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 6

phongnt570/large-scale-csk-extraction

Code for paper "Refined Commonsense Knowledge from Large-Scale Web Contents" (TKDE 2022)

Language: Python - Size: 1.42 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

szaguldo-kamaz/FRI-ReinforcementLearning

Fuzzy Rule Interpolation-based Reinforcement Learning

Language: MATLAB - Size: 92.8 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

IBM/wikicausal

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

Language: Python - Size: 2.13 MB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 2

StonehengeNLP/ESRA-Extractor

Explainable Scientific Research Assistant - Information Extraction Part

Language: Python - Size: 76.3 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

Gordarg/SnowFramework Fork of tayyebi/SnowCity-v2 📦

🌐 REST Framework

Language: PHP - Size: 5.32 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 2

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: Python - Size: 1.08 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 3 - Forks: 1

jingyanwang/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: Python - Size: 207 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

pjaskulski/gpt_historical_text

GPT3/GPT4, information extraction from historical texts

Language: Python - Size: 1.02 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

rajat7570/Improving-Consumer-Retailer-Connectivity

Data mining course project

Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 5

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: Python - Size: 29.6 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

szaguldo-kamaz/FRI-ReinforcementLearning-C

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

Language: C - Size: 126 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

IlaRoss/SamO

The Sampling Ontology

Language: JavaScript - Size: 12.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ahmad88me/TADA-NumCol

Language: Python - Size: 1.25 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

zevio/PCU

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

Language: Python - Size: 55.7 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

NextGenAILabs/GenAIMindMapFlowBuilder

GenAI Mind Map Flow Builder is a Generative AI tool that creates intelligent mind maps from diverse data sources like PDFs, SQL, CSV, media files, and websites. It visualizes core ideas and relationships using Gen AI LLM models from OpenAI and Google Gemini. Built with FastAPI and ReactJS.

Language: Python - Size: 87.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0