Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)
☆63May 12, 2022Updated 4 years ago
Alternatives and similar repositories for interpret-lm
Users that are interested in interpret-lm 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 for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆17Apr 25, 2021Updated 5 years ago
- [NAACL 2022] GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers☆21May 16, 2023Updated 3 years ago
- Codes for "Benchmarking the Generation of Fact Checking Explanations"☆10Aug 16, 2024Updated last year
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆29Apr 28, 2023Updated 3 years ago
- 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.
- ☆26Jun 12, 2023Updated 3 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆70Oct 23, 2020Updated 5 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 5 months ago
- DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]☆19Jul 3, 2025Updated last year
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Aug 11, 2023Updated 2 years ago
- Measuring the Mixing of Contextual Information in the Transformer☆35May 27, 2023Updated 3 years ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- Rationales for Sequential Predictions☆39Mar 10, 2022Updated 4 years 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.
- ☆64Apr 25, 2020Updated 6 years ago
- 🪝PISCES - Precise In-Parameter Suppression for Concept EraSure in Large Language Models☆13Jun 28, 2026Updated 3 weeks ago
- Measuring if attention is explanation with ROAR☆22Mar 3, 2023Updated 3 years ago
- 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
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Oct 13, 2020Updated 5 years ago
- An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation☆27Jun 7, 2024Updated 2 years ago
- Word sense disambiguation test sets for NMT☆21Dec 3, 2020Updated 5 years ago
- ☆11Oct 5, 2020Updated 5 years ago
- Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tool…☆13Mar 24, 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.
- Interpretability for sequence generation models 🐛 🔍☆471Apr 25, 2026Updated 3 months ago
- ADAG: Transluce's MLP neuron-level circuit tracing library☆34Apr 10, 2026Updated 3 months ago
- CSE201 Objected-Oriented Programming in C++: Teach an AI to produce pieces of music☆12Jan 23, 2019Updated 7 years ago
- ☆26Feb 20, 2026Updated 5 months ago
- CSCW 2023 Best Demo Award: Conversational AI Explanations to Support Human-AI Scientific Writing☆15Jun 25, 2023Updated 3 years ago
- ☆24May 22, 2023Updated 3 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆62May 9, 2023Updated 3 years ago
- [ICML 2022] This is the pytorch implementation of "Rethinking Attention-Model Explainability through Faithfulness Violation Test" (https:…☆20Jul 21, 2022Updated 4 years ago
- Explaining ML models using LLMs☆25Oct 21, 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.
- Uncertainty-Aware Curriculum Learning for Neural Machine Translation (ACL 2020)☆11Jun 12, 2020Updated 6 years ago
- Find informative examples to efficiently (human)-evaluate NLG models.☆17Apr 22, 2026Updated 3 months ago
- Codes for our paper "CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation" (ACL 2022)☆33Jun 6, 2022Updated 4 years ago
- Models for explainable recommendation.☆12Jan 19, 2024Updated 2 years ago
- ☆14Apr 29, 2025Updated last year
- Head Vis Public Release☆39May 4, 2026Updated 2 months ago
- ☆11Dec 23, 2021Updated 4 years ago