Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics. - xswang/Awesome-LLM-for-RecSys
This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems - GitHub - ceo21ckim/Awesome-Recsys: This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems
LLM-Rec LLM-Rec: Personalized Recommendation via Prompting Large Language Models arxiv 2023 N/A GPT-3 N/A Beyond Labels: Leveraging Deep Learning and LLMs for Content Metadata RecSys 2023 N/A GPT4 N/A Retrieval-augmented Recommender System: Enhancing Recommender Systems with Large Language Model...
Recsys 2023 – Jul 2023 [paper] RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation Gabriel Bénédict, Olivier Jeunen, Samuele Papa, Samarth Bhargav, Daan Odijk, Maarten de Rijke arXiv – Jun 2023 [paper] A First Look at LLM-Powered Generative News Recommendation ...
LangGraph - LangGraph is a library for building stateful, multi-actor applications with LLMs, used to create agent and multi-agent workflows. Modelscope-Agent - Modelscope-Agent is a customizable and scalable agent framework. OpenAGI - OpenAGI is used as the agent creation package to build ...
LLMRec: Large Language Models with Graph Augmentation for Recommendation, WSDM 2024 Oral,[paper],[code],[blog in Chinese]. Perspective Github Repository: "Universal_user_representations for recommendation"[link]. Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation,...
python-recsys - A Python library for implementing a Recommender System. thinking bayes - Book on Bayesian Analysis. Image-to-Image Translation with Conditional Adversarial Networks - Implementation of image to image (pix2pix) translation from the paper by isola et al.[DEEP LEARNING] Restricted Bol...
Semantic Kernel - popular lib by MSFT to integrate LLMs with plugins. Metal - an all-inclusive LLM development platform for building RAG applications. Built on top of Redis as a vector database and high performance data layer. RelevanceAI - Platform to ag, search and analyze unstructured data...
Polyaxon - A platform for reproducible and scalable machine learning and deep learning. QuestDB A relational column-oriented database designed for real-time analytics on time series and event data. Phoenix Uncover insights, surface problems, monitor and fine tune your generative LLM, CV and tabular...
Effective and Efficient Training for Sequential Recommendation using Recency Sampling (Sequential + DA) RecSys 2022, [PDF] Data Augmentation Strategies for Improving Sequential Recommender Systems (Sequential + DA) arXiv 2022, [PDF], [Code] Learning to Augment for Casual User Recommendation (Sequential...