interpretingdl / eacl2024_transformer_interpretability_tutorial
Materials for EACL2024 tutorial: Transformer-specific Interpretability
☆44Updated 10 months ago
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
- 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
- ☆46Updated last year
- Measuring the Mixing of Contextual Information in the Transformer☆27Updated last year
- Code repository for the paper "Mission: Impossible Language Models."☆42Updated 2 weeks ago
- ☆81Updated 9 months ago
- How do transformer LMs encode relations?☆46Updated 11 months ago
- ☆87Updated 2 years ago
- ☆105Updated 2 years ago
- ☆18Updated last year
- ☆75Updated 5 months ago
- Sparse probing paper full code.☆54Updated last year
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆42Updated last year
- A library for efficient patching and automatic circuit discovery.☆48Updated 2 months ago
- ☆24Updated 3 years ago
- A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.☆101Updated last year
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆40Updated last year
- CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior☆12Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆36Updated 3 months ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆58Updated 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
- ☆42Updated last year
- ☆10Updated 2 years ago
- ☆13Updated 7 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆37Updated 2 years ago
- ☆25Updated 11 months ago
- The official code of EMNLP 2022, "SCROLLS: Standardized CompaRison Over Long Language Sequences".☆70Updated last year
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆60Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆101Updated last year
- Code for the paper "Implicit Representations of Meaning in Neural Language Models"☆50Updated last year
- ☆61Updated last year