causalNLP / cladderLinks
We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.
☆130Updated last year
Alternatives and similar repositories for cladder
Users that are interested in cladder are comparing it to the libraries listed below
Sorting:
- Data and code for the Corr2Cause paper (ICLR 2024)☆111Updated last year
- ☆78Updated last year
- The Prism Alignment Project☆82Updated last year
- ☆110Updated 8 months ago
- A mechanistic approach for understanding and detecting factual errors of large language models.☆46Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆117Updated last year
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆130Updated 11 months ago
- Code for 'Emergent Analogical Reasoning in Large Language Models'☆51Updated last year
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆108Updated last year
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆71Updated last year
- Extending Conformal Prediction to LLMs☆68Updated last year
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆78Updated last year
- Repo for: When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment☆38Updated 2 years ago
- ☆126Updated last year
- ☆308Updated last year
- ☆211Updated 2 years ago
- Inspecting and Editing Knowledge Representations in Language Models☆117Updated 2 years ago
- Code for the paper "Aligning LLM Agents by Learning Latent Preference from User Edits".☆42Updated 11 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆125Updated 11 months ago
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆163Updated last year
- ☆138Updated 3 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 4 months ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆94Updated 2 years ago
- ☆296Updated last year
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆107Updated 3 months ago
- Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task.☆150Updated last month
- ☆92Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆190Updated 8 months ago
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks☆48Updated 10 months ago
- DialOp: Decision-oriented dialogue environments for collaborative language agents☆110Updated 11 months ago