TamSiuhin / LLM-UM-ReadingLinks
A list of large language models for user modeling (LLM-UM) papers, based on "User Modeling in the Era of Large Language Models: Current Research and Future Directions" at DEBULL
☆138Updated last year
Alternatives and similar repositories for LLM-UM-Reading
Users that are interested in LLM-UM-Reading are comparing it to the libraries listed below
Sorting:
- This is the official repository for the generative information retrieval survey. [TOIS 2025]☆179Updated 4 months ago
- Codes for papers on Large Language Models Personalization (LaMP)☆166Updated 5 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆295Updated 2 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆148Updated last year
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆99Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆130Updated 10 months ago
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆81Updated 2 months ago
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆79Updated 9 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆59Updated last month
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆140Updated 2 years ago
- Scaling Sentence Embeddings with Large Language Models☆111Updated last year
- ☆56Updated this week
- This is the repo for the survey of Bias and Fairness in IR with LLMs.☆54Updated 4 months ago
- A Survey of Personalization: From RAG to Agent☆60Updated this week
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆52Updated last year
- Repo of "Large Language Model-based Human-Agent Collaboration for Complex Task Solving(EMNLP2024 Findings)"☆33Updated 10 months ago
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆33Updated 9 months ago
- This is the repo for the survey of LLM4IR.☆501Updated 11 months ago
- ☆360Updated 4 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆171Updated last year
- ☆197Updated last year
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆134Updated last year
- ☆99Updated 10 months ago
- paper list on reasoning in NLP☆191Updated 4 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆61Updated 6 months ago
- Recommender systems with large language models (Paper list)☆62Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆341Updated last year
- CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation☆58Updated 2 months ago
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆79Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆114Updated 6 months ago