Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: explainable-nlp

DFKI-NLP/SMV

Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)

Language: Python - Size: 11.1 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

DFKI-NLP/thermostat

Collection of NLP model explanations and accompanying analysis tools

Language: Jsonnet - Size: 1.37 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 145 - Forks: 8

D2KLab/ZeSTE

Explainable Zero-Shot Topic Extraction

Language: JavaScript - Size: 4.28 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 60 - Forks: 16

Related Keywords
explainable-nlp 3 explainability 2 feature-attribution 2 interpretability 2 saliency-maps 2 transformers 2 zero-shot 1 topic-extraction 1 knowledge-graph 1 conceptnet 1 common-sense 1 natural-language-processing 1 heatmaps 1 datasets 1 captum 1 text-classification 1 saliency-methods 1 integrated-gradients 1 chatgpt 1