ncsulsj / Causal_LLM
☆15Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for Causal_LLM
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆98Updated 5 months ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆88Updated 7 months ago
- Code for the paper "Local Causal Discovery for Estimating Causal Effects".☆7Updated 7 months ago
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆75Updated 5 months ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆24Updated 3 months ago
- Conformal Language Modeling☆25Updated 11 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆42Updated last year
- ☆17Updated last month
- Experimental library integrating LLM capabilities to support causal analyses☆86Updated 2 months ago
- ☆17Updated 9 months ago
- Extending Conformal Prediction to LLMs☆58Updated 5 months ago
- Code/data for MARG (multi-agent review generation)☆33Updated last week
- Repository of paper "LLMs with Chain-of-Thought Are Non-Causal Reasoners"☆15Updated 7 months ago
- Tensorflow 2 implementation of Causal-BERT☆70Updated last year
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆35Updated last year
- Bayesian low-rank adaptation for large language models☆23Updated 6 months ago
- Code for Benchmarking Language Model Agents for Data-Driven Science☆18Updated 3 weeks ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆68Updated 3 years ago
- ☆60Updated last year
- This is the official repository for HypoGeniC (Hypothesis Generation in Context), which is an automated, data-driven tool that leverages …☆34Updated this week
- CSuite: A Suite of Benchmark Datasets for Causality☆59Updated last year
- Lightweight Adapting for Black-Box Large Language Models☆18Updated 9 months ago
- ☆43Updated 2 years ago
- ☆26Updated 9 months ago
- ☆32Updated last year
- Active Bayesian Causal Inference (Neurips'22)☆51Updated 3 months ago
- NLPBench: Evaluating NLP-Related Problem-solving Ability in Large Language Models☆10Updated last year
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆95Updated last year
- ☆21Updated 6 months ago
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆80Updated 7 months ago