microsoft / augmented-interpretable-modelsLinks
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
☆44Updated 7 months ago
Alternatives and similar repositories for augmented-interpretable-models
Users that are interested in augmented-interpretable-models are comparing it to the libraries listed below
Sorting:
- Finding semantically meaningful and accurate prompts.☆48Updated last year
- Embedding Recycling for Language models☆38Updated 2 years ago
- Few-shot Learning with Auxiliary Data☆31Updated last year
- The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"☆107Updated 2 years ago
- Extending Conformal Prediction to LLMs☆67Updated last year
- Ranking of fine-tuned HF models as base models.☆36Updated 2 weeks ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- This is the official PyTorch repo for "UNIREX: A Unified Learning Framework for Language Model Rationale Extraction" (ICML 2022).☆26Updated 2 years ago
- ☆51Updated 4 years ago
- This repository contains some of the code used in the paper "Training Language Models with Langauge Feedback at Scale"☆27Updated 2 years ago
- ☆54Updated 2 years ago
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts…☆94Updated last year
- [NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Lea…☆76Updated last year
- Code for our EMNLP '22 paper "Fixing Model Bugs with Natural Language Patches"☆19Updated 2 years ago
- Framework for zero-shot learning with knowledge graphs.☆114Updated 2 years ago
- A weak supervision framework for (partial) labeling functions☆16Updated last year
- This repo contains data and code for the paper "Reasoning over Public and Private Data in Retrieval-Based Systems."☆46Updated last year
- ☆40Updated 2 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆41Updated 2 years ago
- RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!☆41Updated 2 years ago
- Code for our paper: "GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models"☆57Updated 2 years ago
- Resources related to EACL 2023 paper "SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domain…☆52Updated 2 years ago
- ☆44Updated 10 months ago
- Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge☆17Updated 3 years ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆111Updated last year
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆130Updated 10 months ago
- Google Research☆46Updated 2 years ago
- ☆79Updated last year
- Data Valuation on In-Context Examples (ACL23)☆24Updated 8 months ago