[ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
☆146Apr 26, 2026Updated this week
Alternatives and similar repositories for InstructRAG
Users that are interested in InstructRAG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository provides the code for applying Contrastive Learning Penalty Loss (CLPL) and Mixture of Experts (MoE) to the BGE-M3 text e…☆11Dec 27, 2024Updated last year
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆23Sep 30, 2024Updated last year
- Official codebase for permutation self-consistency.☆19Feb 11, 2024Updated 2 years ago
- ☆19Jun 14, 2024Updated last year
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆73May 5, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆29Sep 15, 2024Updated last year
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆191Dec 5, 2025Updated 4 months ago
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Fin…☆39Dec 6, 2024Updated last year
- Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"☆12Mar 19, 2024Updated 2 years ago
- Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆19Jun 12, 2024Updated last year
- ☆44Jun 26, 2024Updated last year
- An awesome repository for knowledge-enhanced natural language understanding resources, including related papers, codes and datasets.☆18Sep 21, 2022Updated 3 years ago
- Corrective Retrieval Augmented Generation☆454Oct 8, 2024Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆205Aug 16, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆62May 24, 2023Updated 2 years ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,372May 25, 2024Updated last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆177Jul 4, 2024Updated last year
- ☆29Apr 8, 2025Updated last year
- The source code, dataset, and evaluation scripts used for SetRank, published in SIGIR 2018☆15Nov 26, 2021Updated 4 years ago
- ☆295Dec 20, 2023Updated 2 years ago
- ☆17May 31, 2023Updated 2 years ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆198Apr 6, 2024Updated 2 years ago
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆57Dec 25, 2024Updated last year
- 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.
- ☆14Jun 25, 2025Updated 10 months ago
- 🚀 First survey on Attention Sink in Transformers — 180+ papers on utilization, interpretation, and mitigation.☆69Apr 16, 2026Updated 2 weeks ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆242Feb 26, 2026Updated 2 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆67Feb 13, 2023Updated 3 years ago
- Implementation of "REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering"☆35Nov 21, 2024Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆148Jan 6, 2026Updated 3 months ago
- Official Repo for the Paper "AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution o…☆26Jan 12, 2025Updated last year
- [EMNLP '25] Source code for paper "ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance"☆41Aug 13, 2025Updated 8 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆17Dec 19, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- CCL2024 Chinese Essay Rhetoric Recognition and Understanding☆17Oct 1, 2024Updated last year
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 6 months ago
- Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"☆32Jun 25, 2025Updated 10 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆53Jun 24, 2024Updated last year
- [EMNLP 2025 Findings] Familiarity-aware Evidence Compression for Retrieval Augmented Generation☆15Aug 20, 2025Updated 8 months ago
- Expand -> Retrieve -> Rerank - simple method with strong results on BRIGHT benchmark☆22Aug 22, 2025Updated 8 months ago
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆34Feb 26, 2026Updated 2 months ago