MadryLab / AT2
Attribute statements generated by LLMs to preceding tokens using attention weights.
☆12Updated 3 weeks ago
Alternatives and similar repositories for AT2
Users that are interested in AT2 are comparing it to the libraries listed below
Sorting:
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆41Updated last year
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆22Updated 2 months ago
- Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"☆48Updated 2 years ago
- Codebase for running (conditional) probing experiments☆22Updated 2 years ago
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Updated last year
- Codes for "Benchmarking the Generation of Fact Checking Explanations"☆10Updated 9 months ago
- ☆44Updated last year
- ☆22Updated last year
- Code for "From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Mod…☆37Updated last year
- Teaching Models to Express Their Uncertainty in Words☆39Updated 2 years ago
- ☆26Updated 2 years ago
- ☆34Updated 3 years ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆91Updated 3 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆31Updated 3 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Updated last year
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Updated 4 years ago
- Code and data for the EMNLP 2021 paper "Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts". Coming so…☆17Updated last year
- ☆58Updated 3 years ago
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆42Updated 2 years ago
- The geometry of multilingual language model representations (EMNLP 2022).☆20Updated 2 years ago
- CSCW 2023 Best Demo Award: Conversational AI Explanations to Support Human-AI Scientific Writing☆13Updated last year
- Data and code for the paper "The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems"☆19Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆21Updated 8 months ago
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆15Updated last year
- ☆24Updated 3 years ago
- A framework to train language models to learn invariant representations.☆14Updated 3 years ago
- https://arxiv.org/abs/2404.10917☆14Updated 2 months ago