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natural-language-explanations

Here are 5 public repositories matching this topic...

ExplainableML / CLEVR-X

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations

clevr visual-question-answering explainability natural-language-explanations clevr-x nlg-metrics

Updated Oct 27, 2023
Python

ofa-x / OFA-X

This repository contains the code for the publication "Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations"

transformer multimodal-deep-learning natural-language-explanations vl-nle

Updated Oct 26, 2023
Python

qiaw99 / Cross-Refine

Code for the paper accepted at COLING 2025: "Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem" (Wang et al, 2025)

multilingual-evaluation rationalization natural-language-explanations corss-refinement

Updated Nov 30, 2024
Python

neuro-symbolic-ai / explanation_refinement

Code and data for paper "Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving"

theorem-proving natural-language-inference textual-entailment neuro-symbolic natural-language-explanations

Updated Nov 27, 2024
Python

UKPLab / tacl2025-ood-eval-self-rationalization

Code for the TACL paper "Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks"

natural-language-inference natural-language-explanations

Updated Dec 20, 2024
Python

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