CEBaBing / CEBaB
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
☆12Updated 2 years ago
Alternatives and similar repositories for CEBaB:
Users that are interested in CEBaB are comparing it to the libraries listed below
- ☆46Updated last year
- EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975☆37Updated last year
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆21Updated last month
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆60Updated 2 years ago
- ☆22Updated 10 months ago
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆42Updated last year
- ☆25Updated 2 years ago
- CSCW 2023 Best Demo Award: Conversational AI Explanations to Support Human-AI Scientific Writing☆13Updated last year
- ☆34Updated last year
- The codebase for Inducing Causal Structure for Interpretable Neural Networks☆11Updated 3 years ago
- ☆100Updated 8 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆36Updated 3 months ago
- ☆61Updated last year
- Repository for ACL 2022 paper Mix and Match: Learning-free Controllable Text Generation using Energy Language Models☆41Updated 2 years ago
- [ACL 2020] Towards Debiasing Sentence Representations☆64Updated 2 years ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆18Updated 4 months ago
- ☆42Updated last year
- ☆35Updated 2 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆58Updated last year
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆55Updated 4 years ago
- Augmenting Statistical Models with Natural Language Parameters☆22Updated 4 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆62Updated 2 months ago
- ☆31Updated last year
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆44Updated 10 months ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆40Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆89Updated 3 years ago
- ☆75Updated 5 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆112Updated last year
- How do transformer LMs encode relations?☆46Updated 11 months ago