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:
- ☆39Updated 4 years ago
- How Contextual are Contextualized Word Representations?☆41Updated 5 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated 10 months ago
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Updated 2 years ago
- Statistics on multilingual datasets☆17Updated 2 years ago
- codebase for the Text-based NP Enrichment (TNE) paper☆20Updated last year
- ☆76Updated 3 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆50Updated 4 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
- 🐸 KERMIT - A lightweight library to encode and interpret Universal Syntactic Embeddings☆58Updated 2 years ago
- Hyperparameter Search for AllenNLP☆140Updated 3 months ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆96Updated 2 years ago
- Code and Data for Evaluation WG☆41Updated 3 years ago
- Diagnostic tests for linguistic capacities in language models☆66Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago
- As good as new. How to successfully recycle English GPT-2 to make models for other languages (ACL Findings 2021)☆48Updated 3 years ago
- XAI Tutorial for the Explainable AI track in the ALPS winter school 2021☆58Updated 4 years ago
- ☆42Updated 4 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 4 years ago
- Rationales for Sequential Predictions☆40Updated 3 years ago
- A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.☆102Updated last year
- ☆89Updated 3 years ago
- The Benchmark of Linguistic Minimal Pairs☆151Updated 2 years ago
- Evaluating Machines by their Real-World Language Use☆33Updated 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
- Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"☆49Updated 3 years ago
- Factorization of the neural parameter space for zero-shot multi-lingual and multi-task transfer☆39Updated 4 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- ☆63Updated 3 years ago
- ☆22Updated 3 years ago