interpretingdl / eacl2024_transformer_interpretability_tutorial
Materials for EACL2024 tutorial: Transformer-specific Interpretability
☆36Updated 5 months ago
Related projects: ⓘ
- Measuring the Mixing of Contextual Information in the Transformer☆24Updated last year
- ☆87Updated 2 years ago
- A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.☆97Updated 11 months ago
- Code repository for the paper "Mission: Impossible Language Models".☆27Updated 8 months ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆80Updated 3 years ago
- ☆16Updated 2 years ago
- ☆73Updated 5 months ago
- The geometry of multilingual language model representations (EMNLP 2022).☆15Updated last year
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks☆28Updated 6 months ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆74Updated 5 months ago
- ☆92Updated 4 months ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆45Updated last year
- Distributional Generalization in NLP. A roadmap.☆86Updated last year
- ☆116Updated this week
- ☆27Updated 3 years ago
- CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior☆11Updated last year
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆56Updated 2 years ago
- A list of ethics related resources for researchers and practitioners of Natural Language Processing and Computational Linguistics☆28Updated 8 months ago
- ☆100Updated 2 years ago
- code associated with ACL 2021 DExperts paper☆109Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆26Updated last month
- Repository for the Bias Benchmark for QA dataset.☆83Updated 8 months ago
- ☆24Updated 3 months ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆63Updated 3 years ago
- ☆37Updated 3 years ago
- ☆95Updated 2 years ago
- Rationales for Sequential Predictions☆40Updated 2 years ago
- How Contextual are Contextualized Word Representations?☆39Updated 4 years ago
- ☆57Updated 2 years ago
- ☆42Updated 7 months ago