Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"
☆77Aug 6, 2024Updated 2 years ago
Alternatives and similar repositories for ret-robust
Users that are interested in ret-robust are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆70Jul 3, 2025Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆152Apr 26, 2026Updated 3 months ago
- Official Code for the paper "SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs" (ICLR 2024)☆27May 7, 2024Updated 2 years ago
- Code for Robust Fine-tuning (RbFT)☆19Jan 31, 2025Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆149Jan 6, 2026Updated 7 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆525Oct 9, 2024Updated last year
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆97Jan 21, 2024Updated 2 years ago
- ☆23Jan 3, 2025Updated last year
- ☆295Dec 20, 2023Updated 2 years ago
- [ACL-2024]Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training☆44Oct 28, 2024Updated last year
- Corrective Retrieval Augmented Generation☆468Oct 8, 2024Updated last year
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,417May 25, 2024Updated 2 years ago
- ☆10Nov 15, 2023Updated 2 years ago
- ☆14Oct 17, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for the paper "Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documentss"☆14Oct 8, 2024Updated last year
- ☆32Sep 15, 2024Updated last year
- [EACL] This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist C…☆111Oct 9, 2025Updated 10 months ago
- Entity-Based Knowledge Conflicts in Question Answering. Code repo for EMNLP2021 paper: https://aclanthology.org/2021.emnlp-main.565/☆77Aug 29, 2022Updated 3 years ago
- Implementation of EMNLP Oral Paper: InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranki…☆18Sep 17, 2025Updated 10 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
- [ACL 2025] GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis☆38Aug 10, 2025Updated last year
- ☆371May 17, 2024Updated 2 years ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆184Jul 4, 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.
- ☆19Sep 3, 2024Updated last year
- Jax implementation of "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆16May 10, 2024Updated 2 years ago
- A local search system implementation using Elasticsearch for Wikipedia data indexing and retrieval.☆14May 17, 2025Updated last year
- Adding random noise to a text dataset, and controlling very accurately the quality of the result☆20Updated this week
- A framework for Ranked List Truncation, including the implementation of multiple existing deep models, such as BiCut、Choopy and AttnCut. …☆14May 7, 2022Updated 4 years ago
- This code accompanies the paper DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.☆16Mar 20, 2023Updated 3 years ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆51Dec 14, 2023Updated 2 years ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆276Jun 12, 2024Updated 2 years ago
- ☆226Feb 28, 2024Updated 2 years 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.
- Test-time-training on nearest neighbors for large language models☆50Apr 18, 2024Updated 2 years ago
- This repo is for source code of NeurIPS 2021 paper "Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration".☆23Jan 4, 2022Updated 4 years ago
- Code for the ACL2022 paper "Synthetic Question Value Estimation for Domain Adaptation of Question Answering"☆18Mar 21, 2022Updated 4 years ago
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆669Nov 20, 2023Updated 2 years ago
- Code for Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks (WWW 2024))☆58Nov 15, 2025Updated 9 months ago
- ☆23Feb 26, 2024Updated 2 years ago
- Answering Ambiguous Questions via Iterative Prompting☆14May 25, 2024Updated 2 years ago