ncsulsj / Causal_LLMLinks
☆17Updated last year
Alternatives and similar repositories for Causal_LLM
Users that are interested in Causal_LLM are comparing it to the libraries listed below
Sorting:
- Data and code for the Corr2Cause paper (ICLR 2024)☆113Updated last year
- Conformal Language Modeling☆32Updated 2 years ago
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆136Updated last year
- Code to reproduce the paper "Do causal predictors generalize better to new domains?"☆15Updated 11 months ago
- Extending Conformal Prediction to LLMs☆69Updated last year
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆13Updated last year
- Efficient Full Causal Graph Discovery Using Large Language Models☆45Updated last year
- ☆43Updated last year
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆106Updated 2 years ago
- ☆33Updated last year
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆55Updated 2 years ago
- ☆41Updated last year
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆86Updated 4 years ago
- Experimental library integrating LLM capabilities to support causal analyses☆280Updated 2 weeks ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆67Updated last year
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆38Updated 2 years ago
- Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)☆46Updated last year
- Unified benchmark and model for causal text mining☆28Updated 2 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Updated last year
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆79Updated last year
- ☆68Updated 2 years ago
- ☆28Updated 10 months ago
- Uncertainty quantification for in-context learning of large language models☆16Updated last year
- Code and results accompanying our paper titled Mixture Proportion Estimation and PU Learning: A Modern Approach at Neurips 2021 (Spotligh…☆46Updated last year
- Tensorflow 2 implementation of Causal-BERT☆74Updated 2 years ago
- ☆103Updated last year
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆133Updated last year
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆48Updated 2 years ago
- Code for the paper "Local Causal Discovery for Estimating Causal Effects".☆11Updated last year
- ☆15Updated 2 years ago