This is the repo for the survey of LLM4IR.
☆530Nov 13, 2025Updated 3 months ago
Alternatives and similar repositories for LLM4IR-Survey
Users that are interested in LLM4IR-Survey are comparing it to the libraries listed below
Sorting:
- ☆718Oct 7, 2025Updated 5 months ago
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆203Apr 5, 2025Updated 11 months ago
- ☆217Dec 7, 2022Updated 3 years ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆677Jan 7, 2024Updated 2 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆730Jan 26, 2026Updated last month
- Document Ranking with Large Language Models.☆205Feb 14, 2026Updated 3 weeks ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆657Mar 10, 2024Updated last year
- YuLan-IR: Information Retrieval Boosted LMs☆220Mar 4, 2024Updated 2 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,026Updated this week
- A curated list of awesome papers about information retrieval(IR) in the age of large language model(LLM). These include retrieval augment…☆77Aug 19, 2024Updated last year
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆207Feb 18, 2026Updated 2 weeks ago
- Codebase for RetroMAE and beyond.☆272Jun 7, 2024Updated last year
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,515Jan 17, 2026Updated last month
- A curated list of awesome papers about utilizing large language models for ranking.☆31Oct 30, 2024Updated last year
- Large Language Model-enhanced Recommender System Papers☆746Jan 16, 2026Updated last month
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,353Mar 1, 2026Updated last week
- An Open-Source Package for Information Retrieval☆168Updated this week
- ☆294Dec 20, 2023Updated 2 years ago
- Recommender systems with large language models (Paper list)☆64Nov 20, 2023Updated 2 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,095Oct 16, 2025Updated 4 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆582Updated this week
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆667Nov 20, 2023Updated 2 years ago
- https://acl2023-retrieval-lm.github.io/☆156Oct 18, 2023Updated 2 years ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,100Jul 5, 2025Updated 8 months ago
- 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]☆1,178Nov 17, 2025Updated 3 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆511Oct 9, 2024Updated last year
- ☆2,124May 8, 2024Updated last year
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,223Mar 17, 2025Updated 11 months ago
- Retrieval and Retrieval-augmented LLMs☆11,352Dec 15, 2025Updated 2 months ago
- Paper List of Pre-trained Foundation Recommender Models☆366Aug 12, 2024Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Sep 12, 2023Updated 2 years ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Oct 23, 2025Updated 4 months ago
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆36Oct 18, 2024Updated last year
- Test-time compute in information retrieval☆54Jul 8, 2025Updated 8 months ago
- The demo, code and data of FollowRAG☆75Jun 30, 2025Updated 8 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,327May 25, 2024Updated last year
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,790Aug 20, 2024Updated last year
- Paper List for Recommend-system PreTrained Models☆347Mar 27, 2024Updated last year
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,307Feb 24, 2025Updated last year