fdalvi / NeuroX
A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.
☆100Updated last year
Alternatives and similar repositories for NeuroX:
Users that are interested in NeuroX are comparing it to the libraries listed below
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆45Updated last year
- diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.☆81Updated last year
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆81Updated 11 months ago
- Minimum Bayes Risk Decoding for Hugging Face Transformers☆57Updated 10 months ago
- Measuring the Mixing of Contextual Information in the Transformer☆28Updated last year
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 2 years ago
- A library for finding knowledge neurons in pretrained transformer models.☆155Updated 3 years ago
- Utility for behavioral and representational analyses of Language Models☆134Updated last week
- Evaluation pipeline for the BabyLM Challenge 2023.☆75Updated last year
- ☆89Updated 2 years ago
- ☆97Updated 2 years ago
- The geometry of multilingual language model representations (EMNLP 2022).☆20Updated 2 years ago
- The Benchmark of Linguistic Minimal Pairs☆149Updated 2 years ago
- A curated list of research papers and resources on Cultural LLM.☆41Updated 6 months ago
- Utilities for the HuggingFace transformers library☆67Updated 2 years ago
- ☆39Updated 3 years ago
- ☆38Updated last year
- Source code for CoNLL 2021 paper by Huebner et al. 2021☆18Updated last year
- Collection of academic works in natural language processing, computational linguistics, and computational cognitive science that study th…☆18Updated last year
- Code for the paper "Implicit Representations of Meaning in Neural Language Models"☆53Updated 2 years ago
- How do transformer LMs encode relations?☆46Updated last year
- Highlight errors in a bib file: missing URLs, capitalization protection, etc☆27Updated 10 months ago
- The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.☆177Updated 2 years ago
- ☆65Updated last year
- How Contextual are Contextualized Word Representations?☆41Updated 4 years ago
- ☆34Updated 6 months ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆69Updated 7 months ago
- The evaluation pipeline for the 2024 BabyLM Challenge.☆29Updated 4 months ago
- Code repository for the paper "Mission: Impossible Language Models."☆50Updated last week