[ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
☆152Apr 26, 2026Updated 6 months ago
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:
- ☆19Oct 9, 2026Updated 3 weeks ago
- 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
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆190Dec 5, 2025Updated 10 months ago
- [EMNLP 2024] TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation☆35Apr 2, 2025Updated last year
- ☆34Sep 15, 2024Updated 2 years ago
- 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.
- Code Repo for EfficientRAG: Efficient Retriever for Multi-Hop Question Answering☆69Mar 4, 2025Updated last year
- ☆15Oct 17, 2024Updated 2 years ago
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆56Feb 10, 2025Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆211Aug 16, 2024Updated 2 years ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆71May 5, 2025Updated last year
- Code for Robust Fine-tuning (RbFT)☆19Jan 31, 2025Updated last year
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆128Nov 4, 2025Updated 11 months ago
- Original implementation of SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback (ICLR 2025)☆18Feb 17, 2025Updated last year
- ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation☆28Aug 24, 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.
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,442May 25, 2024Updated 2 years ago
- Corrective Retrieval Augmented Generation☆475Oct 8, 2024Updated 2 years ago
- Official codebase for permutation self-consistency.☆20Feb 11, 2024Updated 2 years ago
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆62May 24, 2023Updated 3 years ago
- ☆60Oct 18, 2024Updated 2 years ago
- ☆418May 2, 2024Updated 2 years ago
- [ACL-2024]Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training☆45Oct 28, 2024Updated 2 years ago
- Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆19Jun 12, 2024Updated 2 years ago
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Fin…☆41Dec 6, 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.
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆476Sep 16, 2026Updated last month
- ☆13Apr 5, 2026Updated 6 months ago
- An awesome repository for knowledge-enhanced natural language understanding resources, including related papers, codes and datasets.☆18Sep 21, 2022Updated 4 years ago
- ☆295Dec 20, 2023Updated 2 years ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆70Jul 3, 2025Updated last year
- Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"☆13Mar 19, 2024Updated 2 years ago
- Code Roberta version of RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder☆10Mar 16, 2023Updated 3 years ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆306Jan 27, 2026Updated 9 months ago
- [ICML 2025] AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism☆20Jul 14, 2025Updated 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.
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆66Feb 13, 2023Updated 3 years ago
- [ACL 2026] R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning☆38Aug 11, 2026Updated 2 months ago
- ☆44Jun 26, 2024Updated 2 years ago
- ☆26Jul 26, 2025Updated last year
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆725Aug 5, 2025Updated last year
- [EMNLP '25] Source code for paper "ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance"☆39Aug 13, 2025Updated last year
- ☆12Jun 5, 2025Updated last year