Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/
☆25Mar 10, 2025Updated last year
Alternatives and similar repositories for MIRAGE
Users that are interested in MIRAGE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attribute statements generated by LLMs to preceding tokens using attention weights.☆29Apr 22, 2025Updated last year
- Code for AttriBoT from "AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution"☆15Apr 21, 2025Updated last year
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- Materials for "Quantifying the Plausibility of Context Reliance in Neural Machine Translation" at ICLR'24 🐑 🐑☆16Apr 18, 2024Updated 2 years ago
- AIS is an evaluation framework for assessing whether the output of natural language models only contains information about the external w…☆30Jan 14, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆18Oct 6, 2022Updated 4 years ago
- ☆34Feb 11, 2025Updated last year
- ☆15May 27, 2025Updated last year
- 🪝PISCES - Precise In-Parameter Suppression for Concept EraSure in Large Language Models☆14Jun 28, 2026Updated 3 months ago
- Code for "On Measuring Faithfulness of Natural Language Explanations"☆23Jul 14, 2026Updated 2 months ago
- Evaluation results for Machine Translation within the BigScience project☆11May 15, 2023Updated 3 years ago
- A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation☆16Aug 28, 2025Updated last year
- ☆21Apr 26, 2026Updated 5 months ago
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Mar 30, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 7 months ago
- code for "GLEN: General-Purpose Event Detection for Thousands of Types"☆13Nov 6, 2023Updated 2 years ago
- ☆11Mar 17, 2026Updated 6 months ago
- Attribute (or cite) statements generated by LLMs back to in-context information.☆341Oct 8, 2024Updated 2 years ago
- Find informative examples to efficiently (human)-evaluate NLG models.☆17Apr 22, 2026Updated 5 months ago
- Codebase for "Linking Surface Facts to Large-Scale Knowledge Graphs" (EMNLP 2023)☆12May 8, 2024Updated 2 years ago
- ☆15Apr 29, 2025Updated last year
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Sep 12, 2023Updated 3 years 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.
- "TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks" [TMLR 2024]☆32Dec 21, 2024Updated last year
- [NeurIPS 2025 MechInterp Workshop - Spotlight] Official implementation of the paper "RelP: Faithful and Efficient Circuit Discovery in La…☆29Nov 3, 2025Updated 11 months ago
- Explaining ML models using LLMs☆25Oct 21, 2024Updated last year
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆28Feb 1, 2023Updated 3 years ago
- Official code implementation for the paper "Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Expl…☆12Jul 14, 2026Updated 2 months ago
- 🪄 Interpreto is an interpretability toolbox for LLMs☆207Updated this week
- Saliency Cards are transparency documentation for saliency methods. Learn about new saliency methods or document your own!☆18Jun 9, 2023Updated 3 years ago
- DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]☆21Jul 3, 2025Updated last year
- LLM Attributor: Attribute LLM's Generated Text to Training Data☆92Sep 17, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.☆28May 13, 2026Updated 4 months ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- FeedbackQA: Improving Question Answering Post-Deployment with Interactive Feedback☆12Jul 13, 2022Updated 4 years ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆162Sep 21, 2024Updated 2 years ago
- Applies ROME and MEMIT on Mamba-S4 models☆16Apr 5, 2024Updated 2 years ago
- Code for NAACL 2025 paper "AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge"☆18Mar 2, 2026Updated 7 months ago
- Interpretability for sequence generation models 🐛 🔍☆477Apr 25, 2026Updated 5 months ago