GitHub topics: entity-extraction

Repositories

axa-group/nlp.js

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Language: JavaScript - Size: 32.3 MB - Last synced at: about 17 hours ago - Pushed at: 7 months ago - Stars: 6,475 - Forks: 633

deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Language: Python - Size: 31.4 MB - Last synced at: about 15 hours ago - Pushed at: 1 day ago - Stars: 6,917 - Forks: 1,165

adbar/htmldate

Fast and robust date extraction from web pages, with Python or on the command-line

Language: Python - Size: 30.1 MB - Last synced at: about 20 hours ago - Pushed at: 7 months ago - Stars: 135 - Forks: 27

Spanish Named Entity Recognition service with configurable backends (MITIE/spaCy). FastAPI web API, CLI interface, Docker support. Extracts PERSON, LOCATION, ORGANIZATION entities with confidence scoring.

Language: Python - Size: 35.2 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

microsoft/Recognizers-Text

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text

Language: C# - Size: 49.3 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 1,721 - Forks: 434

neostrange/text2graphs

A Python framework for automating domain-agnostic and domain-specific Knowledge Graphs from unstructured text. Integrates NLP and Neo4j for entity extraction, relationship mapping, and semantic enrichment. Ideal for text mining and analytics, with support for temporal and event tagging.

Language: Jupyter Notebook - Size: 4.66 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 21 - Forks: 3

encrystudio/intently-nlu Fork of snipsco/snips-nlu

Python library to extract intention and structured information from sentences written in natural language

Language: Python - Size: 6.85 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

Language: Scala - Size: 3.42 GB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 4,014 - Forks: 729

aymara/lima

The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.

Language: C++ - Size: 276 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 113 - Forks: 20

SWEATZONE/NER-for-New-Articles-trained-on-CoNLL03-Dataset

Discover a powerful NER web app for news articles, utilizing spaCy models trained on the CoNLL-2003 dataset. Try it now! 🐙📦

Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

daviden1013/llm-ie

A comprehensive toolkit that provides building blocks for LLM-based named entity recognition, attribute extraction, and relation extraction pipelines.

Language: Python - Size: 10.9 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 26 - Forks: 4

snipsco/gazetteer-entity-parser

Rust library for parsing and resolving entity values based on a gazetteer

Language: Rust - Size: 299 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 20

NamanKr24/Multi-Task-Ticket-Classifier

Traditional NLP pipeline for classifying support tickets by issue type & urgency while extracting key entities (products, dates, complaints). Built with sklearn, regex, TF-IDF, and deployed via Gradio.

Language: Jupyter Notebook - Size: 249 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

rosette-api/java

Babel Street Analytics Client Library for Java

Language: Java - Size: 64.8 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 12 - Forks: 35

kili-technology/awesome-datasets

A comprehensive list of annotated training datasets classified by use case.

Size: 24.9 MB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 35 - Forks: 6

jenojp/extractacy

Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)

Language: Python - Size: 124 KB - Last synced at: 25 days ago - Pushed at: about 3 years ago - Stars: 55 - Forks: 9

arnabd64/Aadhar-Card-Entity-Extract

A Machine Learning application to extract entities from Images of Aadhar Card.

Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

mirkosertic/FXDesktopSearch

A JavaFX based desktop search application.

Language: Java - Size: 2.21 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 172 - Forks: 38

Neilus03/recsum

Accurate medical document summarization using GoLLIE and Llama3 for improved recall.

Language: Jupyter Notebook - Size: 21.5 MB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 2

juand-r/entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

Language: Python - Size: 2.76 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1,538 - Forks: 248

web64/laravel-nlp

Laravel wrapper for common NLP tasks

Language: PHP - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 56 - Forks: 9

rosette-api/php

Babel Street Analytics Client Library for PHP

Language: PHP - Size: 2.06 MB - Last synced at: 28 days ago - Pushed at: 8 months ago - Stars: 6 - Forks: 12

Ad-Chekk/EchoAI

Web Content Analyzer with LLMs is a powerful tool for scraping, processing, and analyzing web content using advanced Machine Learning (ML) and Natural Language Processing (NLP) techniques. It leverages state-of-the-art models such as RoBERTa for extractive question answering, BART for summarization, and various other NLP models for tasks like senti

Language: Python - Size: 47.9 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

yashdew3/AI_Based-Complaint-Classifier

🚀 AI-Powered Support Ticket Classifier Automatically classify customer support tickets by issue type and urgency, and extract product names, complaint keywords, and dates — with an interactive Gradio UI.

Language: Python - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

lemonhu/NER-BERT-pytorch

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

Language: Python - Size: 7.46 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 447 - Forks: 108

amazon-science/ReFinED

ReFinED is an efficient and accurate entity linking (EL) system.

Language: Python - Size: 433 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 216 - Forks: 45

Rishita-rm/Named-Entity-Recognition-App-spacy-flask

Web-based Named Entity Recognition (NER) app using Flask and spaCy, featuring multilingual support, entity filtering, an API endpoint, and interactive visualizations.

Language: HTML - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

yuanxiaosc/Entity-Relation-Extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

Language: Python - Size: 5.83 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 1,231 - Forks: 273

dstl/baleen 📦

Entity Extraction Text Processor

Language: Java - Size: 93.6 MB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 147 - Forks: 39

yuanxiaosc/Multiple-Relations-Extraction-Only-Look-Once

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

Language: Python - Size: 238 KB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 346 - Forks: 69

microsoft/vert-papers

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

Language: Python - Size: 22 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 278 - Forks: 94

dbpedia-spotlight/dbpedia-spotlight 📦

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.

Language: Scala - Size: 319 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 758 - Forks: 196

zjunlp/HVPNeT

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

Language: Python - Size: 1.88 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 110 - Forks: 11

yuanxiaosc/Schema-based-Knowledge-Extraction

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

Language: Python - Size: 3.58 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 287 - Forks: 43

rosette-api/csharp

Babel Street Analytics Client Library for C#

Language: C# - Size: 12.6 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 16

sgrvinod/a-PyTorch-Tutorial-to-Sequence-Labeling

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

Language: Python - Size: 6.35 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 366 - Forks: 83

trinker/entity

Easy named entity extraction

Language: R - Size: 266 KB - Last synced at: 4 months ago - Pushed at: almost 8 years ago - Stars: 56 - Forks: 6

brightertiger/entity-extraction

Named Entity Recognition (NER) using BERT

Language: HTML - Size: 903 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rosette-api/rosette-elasticsearch-plugin

Document Enrichment plugin for Elasticsearch

Language: Java - Size: 425 KB - Last synced at: 24 days ago - Pushed at: 5 months ago - Stars: 27 - Forks: 13

rosette-api/python

Babel Street Analytics Client Library for Python

Language: Python - Size: 1.63 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 38 - Forks: 37

opensemanticsearch/open-semantic-entity-search-api

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

Language: Python - Size: 146 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 194 - Forks: 34

mrorigo/agentic-deep-graph-reasoning

Agentic Deep Graph Reasoning Implementation

Language: Python - Size: 1.77 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 12 - Forks: 1

lasigeBioTM/BENT

Biomedical Term Annotator

Language: Python - Size: 6.48 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 9 - Forks: 1

talmago/spacy_crfsuite

sequence tagging with spaCy and crfsuite

Language: Python - Size: 994 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 7

ClaudiuCeia/ts-duckling

A Typescript library for Deno that parses text into structured data

Language: TypeScript - Size: 125 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

rosette-api/nodejs

Babel Street Analytics Client Library for Node.js

Language: JavaScript - Size: 2.18 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 8 - Forks: 11

Pavansomisetty21/A-Fine-Tuned-Model-for-Medical-Named-Entity-Recognition-using-Gemini-LLM

In this we finetuned the Gemini model with our own medical NER dataset and used to recognize Name Entities

Language: Jupyter Notebook - Size: 71.3 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

Kashif-E/Mlkit-text-recognition-and-entity-extraction

OCR app with entity extraction with mlkit and camerax

Language: Kotlin - Size: 161 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 69 - Forks: 18

dotfurther/OpenDiscoverSDK

.NET 8 API for document file format identification, text/metadata/attachment/embedded object/sensitive item (PII/PHI)/entity extraction.

Language: C# - Size: 170 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 16 - Forks: 0

n3d1117/semantic-biblio-expansion

Bachelor's thesis in Computer Engineering - Semantic expansion of bibliographic records

Language: JavaScript - Size: 74.6 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

lunayach/visNER

In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.

Language: HTML - Size: 1.54 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 7

daviden1013/LLM-IE_Benchmark

This is the benchmark repo for the LLM-IE Python package.

Language: Python - Size: 247 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

web64/nlpserver

NLP Web Service

Language: Python - Size: 78.1 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 92 - Forks: 26

rosette-api/curl-examples

cUrl examples for Babel Street Analytics

Language: Shell - Size: 73.2 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 7

rosette-api/mock-data

Mock data that is used for unit testing of the Babel Street Analytics bindings

Size: 164 KB - Last synced at: 5 months ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 1

rosette-api/ruby-script

Contains Ruby scripts for accessing Babel Street Analytics

Size: 16.6 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

rosette-api/R-Binding

Babel Street Analytics Client Library for R

Language: R - Size: 1.05 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 8

rosette-api/ruby

Babel Street Analytics Client Library for Ruby

Language: Ruby - Size: 959 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 11

rosette-api/shell

Shell scripts for accessing Babel Street Analytics

Size: 49.8 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 8

AstraZeneca/VecNER

A library of tools for dictionary-based Named Entity Recognition (NER), based on word vector representations to expand dictionary terms.

Language: Python - Size: 343 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 0

bhattbhavesh91/sentiment-analysis-ner-gradient

Create Sentiment Analysis, Entity Extraction & Text Summarization No Code Solutions with Gradient Powered Open Source LLM's

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

HySonLab/EntityKG

wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech

Language: Python - Size: 3.16 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

framingeinstein/node-alchemy

An Alchemy API library for Node.JS

Language: JavaScript - Size: 59.6 KB - Last synced at: 12 months ago - Pushed at: almost 9 years ago - Stars: 53 - Forks: 18

dSupertramp/verbify

Powered NLP with LLMs

Language: Python - Size: 16.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

cloudera/CML_AMP_SpaCy_Entity_Extraction

A Jupyter notebook demonstrating entity extraction on headlines with SpaCy.

Language: Jupyter Notebook - Size: 3.36 MB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 5

saumitrasapre/Emotionally-Aware-Chatbot

Emotionally Aware Chatbot developed using the RASA framework

Language: Python - Size: 693 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

stanleylsx/entity_extractor_by_pointer

使用torch整合两种经典的指针NER抽取范式，分别是SpanBert和苏神的GlobalPointer，简单加了些tricks，配置后一键运行

Language: Python - Size: 20.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 128 - Forks: 18

MhmDSmdi/Relation-Aware-Joint-Entity-Detection-and-Relation-Extraction

This is the final project of the Knowledge Graphs course (CMPUT 656)

Language: Jupyter Notebook - Size: 11 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

JohnGiorgi/seq2rel

The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.

Language: Jupyter Notebook - Size: 1.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 58 - Forks: 8

entitizer/entities-extractor-js

Entities extracting from text

Language: TypeScript - Size: 43.9 KB - Last synced at: 28 days ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

priyangshu-datta/master-project

Extract entities from a research paper.

Language: Python - Size: 126 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

puevigreven/TwitterThoughtLeaders

Language: Jupyter Notebook - Size: 208 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

news-r/spotlight

📖 Wrapper for the DBpedia Spotlight API

Language: R - Size: 41 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

luozhouyang/TPLinker

TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking

Language: Python - Size: 61.5 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 5

niraj1234567890/entity_extraction_spaCy

Entity_Extraction_using_Spacy

Language: Python - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

giacbrd/python-dandelion-eu

A python client for connecting to all the services provided by https://dandelion.eu

Language: Python - Size: 71.3 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 15

Software-Research-Lab/dropsuit-qaio

The qaio function is a JavaScript and Node.js function that is part of the DropSuit NLP library. It is designed for response search by processing input strings or constructor input, with options of return type. Open-source and available under the Apache License 2.0.

Language: JavaScript - Size: 386 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

nexushubs/zaml-lang

Zebra (Hybrid) AI Markup Language

Language: TypeScript - Size: 6.74 MB - Last synced at: about 22 hours ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

jonryf/NLP-Extracting-Numeral-Relations

A model for extracting numeral relations in FinNum2

Language: Python - Size: 86.2 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

nitinjosephrepo/Natural-Language-Processing-Projects

Language: Jupyter Notebook - Size: 405 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rosette-api-community/chrome-ext-entities

Google Chrome extension analyzing the category of and entities within text in a webpage using the Rosette API.

Language: JavaScript - Size: 1.98 MB - Last synced at: 5 months ago - Pushed at: about 9 years ago - Stars: 4 - Forks: 0

joydeb28/NLP-Notebooks

Natural Language Processing

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 9

highplainscomputing/HPC_T5

This repository is made for T5 model where user can train their model on any T5 model version.

Language: Jupyter Notebook - Size: 1.21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

opennlu/opennlu

OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.

Language: Java - Size: 396 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 2

joydeb28/NLP

Language: Python - Size: 17.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

rickeydas/corespace-ner

Named Entity Recognition for standard entities and sentiment analysis.

Language: Python - Size: 130 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

anuragmishra1/alter-nlu

Natural language understanding library for chatbots with intent recognition and entity extraction.

Language: Python - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 53 - Forks: 12

amazon-science/webie

Dataset for web-scaled information extraction.

Language: Python - Size: 216 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1

DerwenAI/arxiv-trends

Analyze trends in articles published on arXiv

Language: Jupyter Notebook - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2

rpo19/Incremental-Entity-Extraction

This repositories contains the source code, scripts, and tutorials related to the paper "Evaluation of Incremental Entity Extraction with Background Knowledge and Entity Linking"

Language: Python - Size: 180 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

architkaila/Fine-Tuning-LLMs-for-Medical-Entity-Extraction

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

Language: Python - Size: 761 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0