explainable-nlp

Here are 3 public repositories matching this topic...

DFKI-NLP / thermostat

Collection of NLP model explanations and accompanying analysis tools

natural-language-processing transformers datasets heatmaps interpretability explainability saliency-maps feature-attribution captum explainable-nlp

Updated Jun 26, 2023
Jsonnet

D2KLab / ZeSTE

Star

Explainable Zero-Shot Topic Extraction

knowledge-graph topic-extraction zero-shot conceptnet common-sense explainable-nlp

Updated May 10, 2024
JavaScript

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)

text-classification transformers interpretability explainability integrated-gradients saliency-maps feature-attribution saliency-methods explainable-nlp chatgpt

Updated Jul 27, 2023
Python

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