i-machine-think / diagNNoseLinks
diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.
☆82Updated last year
Alternatives and similar repositories for diagNNose
Users that are interested in diagNNose are comparing it to the libraries listed below
Sorting:
- Replication code for "With Little Power Comes Great Responsibility"☆39Updated 5 years ago
- 🐸 KERMIT - A lightweight library to encode and interpret Universal Syntactic Embeddings☆58Updated 2 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Updated 2 years ago
- ☆75Updated 4 years ago
- Factorization of the neural parameter space for zero-shot multi-lingual and multi-task transfer☆39Updated 5 years ago
- Statistics on multilingual datasets☆17Updated 3 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated last year
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Updated 2 years ago
- ☆62Updated 3 years ago
- Code and Data for Evaluation WG☆42Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆68Updated 5 years ago
- As good as new. How to successfully recycle English GPT-2 to make models for other languages (ACL Findings 2021)☆48Updated 4 years ago
- Rationales for Sequential Predictions☆40Updated 3 years ago
- To analyze and remove gender bias in coreference resolution systems☆79Updated 5 months ago
- A 🤗-style implementation of BERT using lambda layers instead of self-attention☆69Updated 5 years ago
- Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"☆50Updated 3 years ago
- How Contextual are Contextualized Word Representations?☆41Updated 5 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆99Updated 2 years ago
- ☆21Updated 2 years ago
- Code for "Rissanen Data Analysis: Examining Dataset Characteristics via Description Length" by Ethan Perez, Douwe Kiela, and Kyungyhun Ch…☆36Updated 4 years ago
- Hyperparameter Search for AllenNLP☆139Updated 7 months ago
- A Word Sense Disambiguation system integrating implicit and explicit external knowledge.☆69Updated 4 years ago
- Collection of academic works in natural language processing, computational linguistics, and computational cognitive science that study th…☆22Updated last year
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆147Updated 4 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Updated 5 years ago
- Code accompanying our papers on the "Generative Distributional Control" framework☆118Updated 2 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 4 years ago
- Implementation of Marge, Pre-training via Paraphrasing, in Pytorch☆76Updated 4 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- A python tool for building large scale Wikipedia-based Information Retrieval datasets☆46Updated 4 years ago