A curated list of awesome papers about utilizing large language models for ranking.
☆32Apr 12, 2026Updated 3 months ago
Alternatives and similar repositories for Awesome-LLM4Ranking
Users that are interested in Awesome-LLM4Ranking are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large language models for document ranking.☆75May 20, 2026Updated 2 months ago
- ☆39Apr 6, 2026Updated 3 months ago
- Expand -> Retrieve -> Rerank - simple method with strong results on BRIGHT benchmark☆22Aug 22, 2025Updated 11 months ago
- [SIGIR 2024 (Demo)] CoSearchAgent: A Lightweight Collborative Search Agent with Large Language Models☆30Feb 15, 2024Updated 2 years ago
- Repository for the listwise reranker Rank-K☆16May 23, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Model implementation for the contextual embeddings project☆48Jun 2, 2025Updated last year
- The training codes of Jasper-Token-Compression-600M☆20Nov 19, 2025Updated 8 months ago
- [ACL 2026 Main] Repo for paper "ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability"☆180Apr 9, 2026Updated 3 months ago
- An easy-to-use API for analyzing INCEpTION annotation projects.☆17Oct 17, 2023Updated 2 years ago
- Official Code Repositiry for "RaDeR: Reasoning-aware Dense Retrieval Models" accepted at Main Conference EMNLP 2025☆18Jun 23, 2025Updated last year
- ☆27Jun 11, 2026Updated last month
- ☆44Apr 22, 2025Updated last year
- [ACL 2024 Oral] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Mo…☆39Jun 30, 2024Updated 2 years ago
- [ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆210Sep 13, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Curated list of awesome datasets for various table understanding tasks☆19Sep 5, 2025Updated 10 months ago
- [EMNLP 2025] TongSearch-QR☆44Dec 4, 2025Updated 7 months ago
- 🎹 Instruct.KR 2025 Summer Meetup: 오픈소스 LLM, vLLM으로 Production까지 🎹☆23Aug 2, 2025Updated 11 months ago
- ☆14Jul 7, 2024Updated 2 years ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆230Jul 2, 2026Updated 3 weeks ago
- ☆15Jul 30, 2025Updated 11 months ago
- ☆10Dec 28, 2023Updated 2 years ago
- ☆11Aug 1, 2024Updated last year
- Memory-bounded compressed sparse attention via streaming top-k. Triton kernels for the DeepSeek-V4 lightning indexer. 32x regime extensio…☆22May 5, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Harness for deep search agent☆107Jun 16, 2026Updated last month
- [ICLR'25] "Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers"☆44Mar 31, 2025Updated last year
- Baidu Qianfan Deep Research☆36Jun 8, 2026Updated last month
- From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems☆20Jun 29, 2026Updated last month
- Official codebase for permutation self-consistency.☆19Feb 11, 2024Updated 2 years ago
- Graph model execution API for Candle☆18Jul 27, 2025Updated last year
- ☆19May 16, 2024Updated 2 years ago
- MAIR: A Massive Benchmark for Evaluating Instructed Retrieval. Evaluate your retrieval models on 126 diverse tasks. [EMNLP 2024]☆28Nov 3, 2024Updated last year
- ☆38Jun 2, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ECAI 2025☆20May 4, 2026Updated 2 months ago
- stay tuned.☆18Jul 7, 2025Updated last year
- Implementation of NAACL'25 "Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences"☆14Sep 9, 2025Updated 10 months ago
- This is the repo for the survey of LLM4IR.☆540Nov 13, 2025Updated 8 months ago
- ☆15Mar 6, 2025Updated last year
- This is the repository for the PR paper [Multi-Level Graph Learning Network for Hyperspectral Image Classification].☆11Feb 28, 2023Updated 3 years ago
- 🚀 LLM inference optimization simulator, modeling compute-bound prefill and memory-bound decode phases.☆14Jul 12, 2025Updated last year