kristinagligoric / confidence-driven-inferenceLinks
☆12Updated 9 months ago
Alternatives and similar repositories for confidence-driven-inference
Users that are interested in confidence-driven-inference are comparing it to the libraries listed below
Sorting:
- Code accompanying the paper "Understanding Bias in Word Embeddings"☆22Updated 2 years ago
- A lightweight library for Bayesian analysis of LLM evals (ICML 2025 Spotlight Position Paper)☆16Updated 3 weeks ago
- ☆31Updated 5 years ago
- Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"☆28Updated 3 years ago
- Efficient Conformal Prediction via Cascaded Inference with Expanded Admission☆20Updated 3 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Updated 4 years ago
- [Paper] Repository for the paper "On a Guided Nonnegative matrix factorization," published in IEEE ICASSP 2021.☆10Updated 3 years ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆53Updated 2 years ago
- https://arxiv.org/abs/2404.10917☆14Updated 3 months ago
- ☆31Updated last year
- Codebase describing experiments in Truncation Sampling as Language Model Desmoothing☆12Updated 2 years ago
- Package for computing causal effects of text (as treatment)☆70Updated 3 years ago
- ☆24Updated 2 years ago
- ☆17Updated 2 months ago
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.☆26Updated 7 months ago
- ☆29Updated 5 months ago
- ☆48Updated 3 weeks ago
- ☆26Updated 2 years ago
- This repository contains code for the paper "Better Estimation of the KL Divergence Between Language Models"☆9Updated 3 weeks ago
- A curated list of disentanglement in NLP. :-)☆17Updated 3 years ago
- CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior☆12Updated 2 years ago
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- Codebase for Paper Reusing Embeddings: Reproducible Reward Model Research in Large Language Model Alignment without GPUs☆17Updated 2 months ago
- Tensorflow 2 implementation of Causal-BERT☆71Updated last year
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆13Updated last year
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 5 years ago
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks☆43Updated 6 months ago
- ☆9Updated 3 years ago
- ☆10Updated last year
- Landing page for MIB: A Mechanistic Interpretability Benchmark☆12Updated last week