mohsenfayyaz / DecompXLinks
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]
☆18Updated 3 months ago
Alternatives and similar repositories for DecompX
Users that are interested in DecompX are comparing it to the libraries listed below
Sorting:
- Measuring the Mixing of Contextual Information in the Transformer☆31Updated 2 years ago
- The geometry of multilingual language model representations (EMNLP 2022).☆22Updated 2 years ago
- Attribute statements generated by LLMs to preceding tokens using attention weights.☆17Updated 5 months ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆147Updated last month
- Easy-to-use framework for evaluating cross-lingual consistency of factual knowledge (Supported LLaMA, BLOOM, mT5, RoBERTa, etc.) Paper he…☆26Updated 2 months ago
- ☆64Updated 2 years ago
- ☆86Updated last year
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆42Updated last year
- A curated list of research papers and resources on Cultural LLM.☆49Updated last year
- Benchmark API for Multidomain Language Modeling☆25Updated 3 years ago
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆60Updated last year
- ☆35Updated 3 years ago
- ☆46Updated last year
- [NAACL 2022] GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers☆21Updated 2 years ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆25Updated 6 months ago
- This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".☆88Updated 4 years ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆80Updated 4 years ago
- 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
- ☆56Updated 2 years ago
- ☆78Updated last year
- ☆39Updated last year
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆80Updated last year
- Codebase, data and models for the SummaC paper in TACL☆102Updated 8 months ago
- Find informative examples to efficiently (human)-evaluate NLG models.☆16Updated this week
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆87Updated 2 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- A library for finding knowledge neurons in pretrained transformer models.☆159Updated 3 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 2 years ago
- ☆31Updated 4 years ago
- Data for evaluating gender bias in coreference resolution systems.☆80Updated 6 years ago