mohsenfayyaz / DecompXLinks
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition [ACL 2023]
☆18Updated 5 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☆33Updated 2 years ago
- The geometry of multilingual language model representations (EMNLP 2022).☆22Updated 3 years ago
- This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.☆42Updated 2 years ago
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆61Updated last year
- ☆87Updated last year
- ☆31Updated 4 years ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆99Updated 4 years ago
- Easy-to-use framework for evaluating cross-lingual consistency of factual knowledge (Supported LLaMA, BLOOM, mT5, RoBERTa, etc.) Paper he…☆27Updated 4 months ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆25Updated 9 months ago
- Benchmark API for Multidomain Language Modeling☆25Updated 3 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆152Updated 3 months ago
- ☆17Updated 5 months ago
- ☆90Updated 3 years ago
- Find informative examples to efficiently (human)-evaluate NLG models.☆17Updated last week
- An original implementation of the paper "CREPE: Open-Domain Question Answering with False Presuppositions"☆16Updated last year
- [NAACL 2022] GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers☆21Updated 2 years ago
- Attribute statements generated by LLMs to preceding tokens using attention weights.☆19Updated 7 months ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 2 years ago
- ☆67Updated 2 years ago
- ☆47Updated last year
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper☆84Updated 4 years 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
- ☆35Updated 4 years ago
- ☆24Updated 4 years ago
- Data for evaluating gender bias in coreference resolution systems.☆81Updated 6 years ago
- ☆20Updated last year
- ☆39Updated 4 years ago
- A curated list of research papers and resources on Cultural LLM.☆52Updated last year
- ☆113Updated 3 years ago