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D2K Lab (@D2KLab)

D2KLab

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entity2rec

entity2rec generates item recommendation using property-specific knowledge graph embeddings

entity2vec

Generates a set of property-specific entity embeddings from knowledge graphs using node2vec

ZeSTE

Explainable Zero-Shot Topic Extraction

sparql-transformer

A more handy way to use SPARQL data in your web app

ToModAPI

Train, evaluate, and use different unsupervised topic modelling algorithms using a RESTful API.

Jupyter Notebook

twitpersonality

TwitPersonality: Computing Personality Traits from Tweets using Word Embeddings and Supervised Learning

FaceRec

Face Celebrity Detection and Recognition

Jupyter Notebook

music-chatbot

Intelligent Assistant for Classical Music based on the DOREMUS Knowledge Graph

sentinel

Named Entity Sentiment Analysis

py-sparql-transformer

Python version of SPARQL Transformer

Jupyter Notebook

relink

Context-enhanced Adaptive Entity Linking

sequeval

An offline evaluation framework for sequence-based recommender systems

SentencePersonality

SentencePersonality computes personality traits, as described in Big5 model, from myPersonality dataset.

GraphNER

Jupyter Notebook

explorer

Exploratory Search Engine for Linked Data (used by MeMAD, SILKNOW and Odeuropa among others)

botcycle

mediaeval-fakenews

D2KLab participation to the MediaEval Fake News Analysis Task (2021-2022)

Jupyter Notebook

semantic-trails

Semantic Trails Datasets

CSTM

The project repository for CSTM

Jupyter Notebook

recsys18_challenge

Scripts and data for the RecSys 2018 challenge

Jupyter Notebook

micro-influencer-detector

Framework to detect micro influencers of a given topic using tweets

HarvestingTablesInTheWild

Table Collector enabling to harvest web tables in the wild, from the Common Crawl, mediawiki and the Web at large. Tables are json-ified and stored in ArrangoDB. Tables are then semantically annotated (interpreted)

HyperTED

Searching and browsing through fragments of TED Talks

CityMUS

Repository for Spring 2017 semester project Music Recommendation in the City

Jupyter Notebook

docker-virtuoso

Virtuoso Docker image used on D2KLab projects.

touringrec

reclab

REST-based offline evaluation framework for recommender systems

rs-viz

A Web-based rating dataset visualization tool

ensemble-nerd

This repository aims to show ensemble methods over NERD extractors

semstats2019-challenge

SemStats 2019 Challenge: ontology for the INSEE Sirene database and web application for visualizing the INSEE BPE database

llm4ke

Repository for Large Language Models for Knowledge Engineering

swapi-thewebconf21

Material for the Tutorial "SPARQL Endpoints and Web API" @TheWebConf2021

sentime

Ensemble Approach to Extract Sentiments from Tweets or Product Reviews

Avito

music-chatbot-rasa

Jupyter Notebook

semiform2020

WebSite of the SEMIFORM 2020 Workshop @ ISWC 2020, see https://d2klab.github.io/semiform2020/

dstc9-SIMMC

vocabulary-api

Configurable API for accessing SKOS vocabularies.

Semester_Project_DAGOBERT

Jupyter Notebook

MediaVerse-CMR

Cross-Modal retrieval module for T3.2 of MediaVerse

semeval-2024-task-4

EURECOM participation at SemEval-2024 task 4

BusinessRelationExtraction

Jupyter Notebook

kbq

An intelligent agent that performs quality assessment and validation of knowledge bases

document_segmentation

doc2txt