ncsulsj / Causal_LLM
☆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
- Data and code for the Corr2Cause paper (ICLR 2024)☆99Updated last year
- Efficient Full Causal Graph Discovery Using Large Language Models☆35Updated last year
- ☆34Updated 6 months ago
- Deep Counterfactual Prediction with Categorical Backward Variables☆12Updated 2 years ago
- ☆17Updated 4 years ago
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆77Updated 11 months ago
- ☆13Updated 2 years ago
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆116Updated 11 months ago
- ☆29Updated 6 months ago
- Conformal Language Modeling☆28Updated last year
- Code for the paper "Local Causal Discovery for Estimating Causal Effects".☆8Updated last year
- Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator support…☆36Updated last year
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆73Updated last year
- Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal I…☆28Updated last year
- ☆12Updated 2 years ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆51Updated 9 months ago
- Code for Benchmarking Language Model Agents for Data-Driven Science☆26Updated 6 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆38Updated 10 months ago
- Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)☆27Updated 2 years ago
- ☆21Updated 6 months ago
- The code of paper "Toward Optimal LLM Alignments Using Two-Player Games".☆16Updated 10 months ago
- ☆48Updated 2 weeks ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- ☆25Updated last year
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆62Updated 2 months ago
- Code for paper: Are Large Language Models Post Hoc Explainers?☆31Updated 9 months ago
- ☆24Updated 3 weeks ago
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year
- Official implementation of Vector-ICL: In-context Learning with Continuous Vector Representations☆17Updated last month
- Causal Effect Inference for Structured Treatments (SIN) (NeurIPS 2021)☆42Updated 3 years ago