Pinned Repositories
ClayRS
Complexly represent contents, build recommender systems, evaluate them. All in one place!
ConvRecSysDataset
Deep_CBRS_Amar
Amar deep architectures for content based recommendations
Deep_CBRS_Amar_Renaissance
Amar deep architectures for hybrid recommenders with GNNs
hate_tweet_map
LLaMAntino
lodrecsys_eswc2017tutorial
Hands-on materiels for the Linked Open Data for Semantics-aware Recommender Systems tutorial at ESWC 2017
neel-it-twitter
Named Entity rEcognition and Linking (NEEL) dataset for Italian tweets contains 1,000 annotated Italian tweets. Each annotation reports the start and the end offset (starting from 0) of the named entity, the linked concept and the category.
OpenKE
Semantics-aware Recommender Systems based on Graph Embedding Techniques
UMAP23_KARSCombiningGNNsEncSentenceEnc
Source code for the paper titled "Combining GNNs and Sentence Encoders for Knowledge-aware Recommendations"
SWAP Research Group's Repositories
swapUniba/LLaMAntino
swapUniba/ClayRS
Complexly represent contents, build recommender systems, evaluate them. All in one place!
swapUniba/Deep_CBRS_Amar
Amar deep architectures for content based recommendations
swapUniba/Deep_CBRS_Amar_Renaissance
Amar deep architectures for hybrid recommenders with GNNs
swapUniba/OpenKE
Semantics-aware Recommender Systems based on Graph Embedding Techniques
swapUniba/UMAP23_KARSCombiningGNNsEncSentenceEnc
Source code for the paper titled "Combining GNNs and Sentence Encoders for Knowledge-aware Recommendations"
swapUniba/HeASe
A library to suggest more sustainable or healthy alternative recipes.
swapUniba/RecSysCarbonFootprint
Repository for the paper "Balancing Carbon Footprint and Algorithm Performance in Recommender Systems: a Comprehensive Benchmark"
swapUniba/FoodPrintDB-Database-Completion
FoodPrintDB_v2: an extensive dataset for recipes sustainability estimation. Project work for the exam "Semantics in Intelligent Information Access".
swapUniba/LaikaLLM
A hub for training and evaluating LLMs, following the multitask paradigm, in the recommender system domain!
swapUniba/XAI-Churn-Prediction
This repository hosts a prototype of an Explainable AI platform for Financial Advisory. The platform aims to provide transparent insights for customers who are at risk of leaving a financial service. The prototype includes three churn prediction models (Logistic Regression, Random Forest and KNN) along with explanations generated using SHAP.
swapUniba/bloom-it
Code for the paper: Adapting BLOOM to a new language: A case study for the Italian
swapUniba/CarbonRecommenderRecSys23
Source code and datasets for the paper "Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint"
swapUniba/Controlodio-Social_Network_Processor
swapUniba/CrowdPulse-2.1
swapUniba/CrowdPulse3.0
swapUniba/DistributionalSemantics_Movies
Source code for the work called "Harnessing Distributional Semantics to Build Context-aware Justifications for Recommender Systems", in the movies domain
swapUniba/DistributionalSemantics_Restaurants
Source code for the work called "Harnessing Distributional Semantics to Build Context-aware Justifications for Recommender Systems", in the restaurants domain
swapUniba/explanations_food_recsys_2
New version of the Explanations service of Explanations Food RecSys.
swapUniba/food-chatbot
A digital assistant about food that also serves as a food recommender chatbot and is especially concerned with sustainability and healthiness. It comes in two versions: one English, based on LLaMA, and one Italian, based on LLaMAntino
swapUniba/food_recsys_bot
A recsys for healthy recipes, integrated into a telegram chatbot and focused on persuasive explanations to encourage users to adopt healthier eating habits.
swapUniba/FoodRecSysBot
FoodRecSysBot by Lopedota Francesco
swapUniba/Italian-Tweets-Analyzer
swapUniba/KARS_NeSy_KGE_with_FOL_rules
Source code and data for the paper "RSs based on NeSy KGE with FOL rules"
swapUniba/Myrror
swapUniba/MyrrorBotRepo
swapUniba/P5-toys-repro
swapUniba/prompting-recsys
swapUniba/PTCB_wikiembs_KARS
swapUniba/recsys_carbonfoot_data_reduction