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explainable-recommendation

Here are 20 public repositories matching this topic...

xiangwang1223 / knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

knowledge-graph recommender-system graph-attention-networks graph-neural-networks kdd2019 high-order-connectivity knowledge-based-recommendation knowledge-aware-recommendation explainable-recommendation embedding-propagation knowledge-graph-dataset knowledge-graph-for-recommendation

Updated Aug 5, 2020
Python

huangtinglin / Knowledge_Graph_based_Intent_Network

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

information-retrieval pytorch knowledge-graph recommendation-system graph-neural-network explainable-recommendation knowledge-graph-for-recommendation www2021

Updated Jun 18, 2021
Python

THUDM / NLP4Rec-Papers

Paper list of NLP for recommender systems

natural-language-processing knowledge-graph recommender-system dialogue-systems explainable-recommendation

Updated Nov 13, 2019

hegongshan / Recommender-Systems-Paper

Must-read Papers for Recommender Systems (RS)

deep-learning collaborative-filtering matrix-factorization learning-to-rank recommender-systems social-recommendation rating-prediction graph-convolutional-network click-through-rate top-n-recommendations point-of-interest-recommendation graph-neural-network sequential-recommendation explainable-recommendation conversational-recommendation graph-based-recommendation

Updated Mar 24, 2021

xiangwang1223 / kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

reinforcement-learning knowledge-graph reinforcement-learning-algorithms recommender-system negative-sampling knowledge-based-recommendation knowledge-aware-recommendation explainable-recommendation knowledge-graph-dataset knowledge-graph-for-recommendation www2020

Updated Jul 6, 2023
Python

giacoballoccu / rep-path-reasoning-recsys

A unified framework to evaluate path reasoning methods across multiple beyond accuracy dimension and path (explanation) quality perspectives

library deep-reinforcement-learning knowledge-graph recommendation-system recommender-system explainable-ai knowledge-aware-recommendation explainable-recommendation path-reasoning beyond-accuracy

Updated Mar 20, 2024
Python

deepeshhada / ReXPlug

ReXPlug: Explainable Recommendation using Plug and Play Language Model, SIGIR 2021

recommender-system natural-language-generation explainable-recommendation recommendation-explanation sigir2021 generating-reviews

Updated Nov 14, 2021
Python

PreferredAI / seer

Code of the paper "Synthesizing Aspect-Driven Recommendation Explanations from Reviews", IJCAI'20

explainable-recommendation aspect-level-sentiment recommendation-explanation

Updated Apr 5, 2024
Python

aobo-y / SAER

Explanation as a Defense of Recommendation (WSDM '21)

recommender-system natural-language-generation explainable-recommendation

Updated Feb 26, 2021
Python

PreferredAI / HypAR

Code of the paper "Hypergraphs with Attention on Reviews for Explainable Recommendation", ECIR'24

explainable-recommendation recommendation-explanation

Updated Oct 3, 2025
Python

ShawnYu98 / DISCO

[ICDM-2024] "DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation"

job-recommendation cognitive-diagnosis explainable-recommendation person-job-fit

Updated Nov 9, 2024
Python

BenKabongo25 / factual_explainable_recommendation

Factual Explainable Recommendation Framework: Datasets & Evaluation

benchmarking evaluation recommender-systems natural-language-inference explainable-recommendation factuality-checking factual-consistency large-vision-language-models

Updated Jun 12, 2026
Jupyter Notebook

PreferredAI / ComparER

Code of the paper "Explainable Recommendation with Comparative Constraints on Product Aspects", WSDM'21

explainable-recommendation recommendation-explanation comparative-explanation

Updated Mar 9, 2021
Python

PreferredAI / Companion

Learning to Rank Aspects and Opinions for Comparative Explanations

explainable-recommendation recommendation-explanation comparative-explanation

Updated Mar 22, 2026
Python

aobo-y / xrecommendation-userstudy

recommender-system explainable-recommendation

Updated Dec 10, 2022
JavaScript

XiuzeZhou / ExpRec

Explainable Recommendation

transformer recommendation peter cer recommendation-systems explainable-recommendation large-language-models recllm

Updated Jul 21, 2025
Python

eromanovax / two-contour-literary-navigation

Two-Contour Model of Literary Navigation: separating a work's text profile from its social trace until the recommendation stage. Двухконтурная модель навигации по литературным произведениям: профиль текста отдельно от социального следа до этапа рекомендации.

cold-start literature digital-humanities recommender-systems explainable-ai human-centered-ai explainable-recommendation computational-literary-studies literary-navigation text-profile social-trace two-contour-model

Updated Jul 11, 2026

karapostK / modprotodebias

This repository hosts the code and the settings for the paper "Modular Debiasing of Latent User Representations in Prototype-based Recommender Systems" by Alessandro B. Melchiorre, Shahed Masoudian, Deepak Kumar, and Markus Schedl at ECML-PKDD'24.

explainable-ai explainable-recommendation recommeder-systems debiasing-recommendation

Updated Aug 27, 2024
Python

PreferredAI / QuestER

Code of the paper "Question-Attentive Review-Level Explanation for Neural Rating Regression", TIST'24

explainable-recommendation recommendation-explanation

Updated Oct 25, 2024
Python

EnnengYang / PESI

PESI: Personalized Explanation recommendation with Sentiment Inconsistency between ratings and reviews. Knowledge-Based Systems, 2024.

explainable-recommendation review-based-recommendation

Updated Feb 18, 2024
Python

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