microsoft / augmented-interpretable-modelsLinks
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
☆44Updated 2 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:
- Few-shot Learning with Auxiliary Data☆31Updated 2 years ago
- Finding semantically meaningful and accurate prompts.☆48Updated 2 years ago
- Embedding Recycling for Language models☆38Updated 2 years ago
- Extending Conformal Prediction to LLMs☆69Updated last year
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts…☆95Updated last year
- The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"☆107Updated 2 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
- Ranking of fine-tuned HF models as base models.☆36Updated 4 months ago
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆133Updated 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 2 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
- A weak supervision framework for (partial) labeling functions☆16Updated last year
- ☆57Updated 2 years ago
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆30Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Updated 3 years ago
- Repository for Multimodal AutoML Benchmark☆66Updated 4 years ago
- Google Research☆46Updated 3 years ago
- Experiments on GPT-3's ability to fit numerical models in-context.☆14Updated 3 years ago
- ☆44Updated last year
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- The Codebase for Causal Distillation for Language Models (NAACL '22)☆26Updated 3 years ago
- This repo contains data and code for the paper "Reasoning over Public and Private Data in Retrieval-Based Systems."☆46Updated last year
- Foundation Models for Data Tasks☆110Updated 2 years ago
- RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!☆42Updated 3 years ago
- SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 la…☆49Updated 2 years ago
- This is the official implementation for our ACL 2024 paper: "Causal Estimation of Memorisation Profiles".☆24Updated 10 months ago
- Code for our EMNLP '22 paper "Fixing Model Bugs with Natural Language Patches"☆19Updated 3 years ago
- ☆80Updated last year
- Testing Language Models for Memorization of Tabular Datasets.☆36Updated 11 months ago