interpretingdl / eacl2024_transformer_interpretability_tutorialLinks
Materials for EACL2024 tutorial: Transformer-specific Interpretability
☆60Updated last year
Alternatives and similar repositories for eacl2024_transformer_interpretability_tutorial
Users that are interested in eacl2024_transformer_interpretability_tutorial are comparing it to the libraries listed below
Sorting:
- This repository collects all relevant resources about interpretability in LLMs☆373Updated 11 months ago
- Sparse probing paper full code.☆61Updated last year
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆97Updated 4 years ago
- How do transformer LMs encode relations?☆53Updated last year
- ☆56Updated 2 years ago
- ☆124Updated last year
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆148Updated last month
- DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]☆18Updated 3 months ago
- Using sparse coding to find distributed representations used by neural networks.☆272Updated last year
- Landing page for MIB: A Mechanistic Interpretability Benchmark☆20Updated last month
- ☆52Updated 2 months ago
- Measuring the Mixing of Contextual Information in the Transformer☆31Updated 2 years ago
- Repository for research in the field of Responsible NLP at Meta.☆202Updated 4 months ago
- ☆199Updated 10 months ago
- Interpretability for sequence generation models 🐛 🔍☆438Updated 3 weeks ago
- A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.☆106Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆56Updated last year
- ☆26Updated 7 months ago
- ☆81Updated 7 months ago
- ☆174Updated 10 months ago
- ☆18Updated last month
- Resources for cultural NLP research☆103Updated last week
- ☆242Updated last year
- ☆127Updated this week
- The geometry of multilingual language model representations (EMNLP 2022).☆21Updated 2 years ago
- Steering Llama 2 with Contrastive Activation Addition☆187Updated last year
- Repository for the Bias Benchmark for QA dataset.☆128Updated last year
- Conformal Language Modeling☆32Updated last year
- ☆115Updated last year
- ☆106Updated 7 months ago