☆64Apr 25, 2020Updated 6 years ago
Alternatives and similar repositories for influence-function-analysis
Users that are interested in influence-function-analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Apr 14, 2021Updated 5 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- ☆26Jun 12, 2023Updated 2 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆347Oct 29, 2023Updated 2 years ago
- Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"☆34Dec 13, 2021Updated 4 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.
- ☆13Feb 24, 2020Updated 6 years ago
- ☆67Jan 13, 2022Updated 4 years ago
- ☆33Feb 11, 2025Updated last year
- Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.☆29Jun 28, 2020Updated 5 years ago
- Rationales for Sequential Predictions☆40Mar 10, 2022Updated 4 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆88Feb 27, 2024Updated 2 years ago
- "Deriving Machine Attention from Human Rationales" EMNLP 2018☆26Feb 15, 2019Updated 7 years ago
- 📄 Evidence Retrieval and Claim Verification for the FEVER shared task using Transformer Networks☆12Feb 21, 2020Updated 6 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆100Nov 11, 2022Updated 3 years ago
- 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.
- A simple PyTorch implementation of influence functions.☆96Jun 17, 2024Updated last year
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆63May 12, 2022Updated 4 years ago
- ☆16Mar 27, 2023Updated 3 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆201Dec 2, 2020Updated 5 years ago
- Repository for Multilingual-VQA task created during HuggingFace JAX/Flax community week.☆34Jul 27, 2021Updated 4 years ago
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Mar 9, 2021Updated 5 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆81Oct 3, 2024Updated last year
- ☆12Feb 18, 2020Updated 6 years ago
- Generate multiple choice fill-in-the-blank questions from any article.☆13Dec 8, 2022Updated 3 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.
- This repository implements the model from paper: Rationale-Augmented Convolutional Neural Networks for Text Classification☆12Sep 10, 2016Updated 9 years ago
- [EMNLP 2020] Data and PyTorch code of ConjNLI: Natural Language Inference over Conjunctive Sentences☆10Oct 23, 2020Updated 5 years ago
- ☆18Oct 6, 2022Updated 3 years ago
- ☆13Jul 26, 2023Updated 2 years ago
- Commonsense Explanations for Commonsense Question Answering☆13Jun 27, 2019Updated 6 years ago
- Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"☆30Jan 23, 2021Updated 5 years ago
- Tensorflow implementation of Invariant Rationalization☆50Feb 16, 2023Updated 3 years ago
- ☆809Dec 29, 2020Updated 5 years ago
- A collection of selected of models built with AllenNLP.☆25Feb 20, 2020Updated 6 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.
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆195May 23, 2026Updated 2 weeks ago
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆29Jun 12, 2023Updated 2 years ago
- Commonsense Explanations Dataset and Code☆147Jun 16, 2025Updated 11 months ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆85May 7, 2021Updated 5 years ago
- COMIC: This is the code repo of our TMM2019 work titled "COMIC: Towards a Compact Image Captioning Model with Attention".☆15Jun 22, 2021Updated 4 years ago
- Code Release for the 2023 NeurIPS Paper How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained langua…☆17Dec 6, 2024Updated last year