A Taxonomy for Design and Evaluation of Prompt-Based Natural Language Explanations
Fuente:
arXiv
Saved in:
| Main Authors: | Nejadgholi, Isar, Omidyeganeh, Mona, Drouin, Marc-Antoine, Boisvert, Jonathan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models
by: Ghanadian, Hamideh, et al.
Published: (2024)
by: Ghanadian, Hamideh, et al.
Published: (2024)
Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles
by: Guo, Rongchen, et al.
Published: (2025)
by: Guo, Rongchen, et al.
Published: (2025)
Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory
by: Nejadgholi, Isar, et al.
Published: (2026)
by: Nejadgholi, Isar, et al.
Published: (2026)
On the Importance and Evaluation of Narrativity in Natural Language AI Explanations
by: Cedro, Mateusz, et al.
Published: (2026)
by: Cedro, Mateusz, et al.
Published: (2026)
Reasoning with Natural Language Explanations
by: Valentino, Marco, et al.
Published: (2024)
by: Valentino, Marco, et al.
Published: (2024)
The PICCO Framework for Large Language Model Prompting: A Taxonomy and Reference Architecture for Prompt Structure
by: Cook, David A.
Published: (2026)
by: Cook, David A.
Published: (2026)
Combining Transformers with Natural Language Explanations
by: Ruggeri, Federico, et al.
Published: (2021)
by: Ruggeri, Federico, et al.
Published: (2021)
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations
by: Solano, Jesus, et al.
Published: (2023)
by: Solano, Jesus, et al.
Published: (2023)
Scenarios and Approaches for Situated Natural Language Explanations
by: Qiu, Pengshuo, et al.
Published: (2024)
by: Qiu, Pengshuo, et al.
Published: (2024)
Generation, Evaluation, and Explanation of Novelists' Styles with Single-Token Prompts
by: Rezaei, Mosab, et al.
Published: (2025)
by: Rezaei, Mosab, et al.
Published: (2025)
Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
PONTE: Personalized Orchestration for Natural Language Trustworthy Explanations
by: Vineis, Vittoria, et al.
Published: (2026)
by: Vineis, Vittoria, et al.
Published: (2026)
Natural Language Declarative Prompting (NLD-P): A Modular Governance Method for Prompt Design Under Model Drift
by: Kim, Hyunwoo, et al.
Published: (2026)
by: Kim, Hyunwoo, et al.
Published: (2026)
Social and Ethical Risks Posed by General-Purpose LLMs for Settling Newcomers in Canada
by: Nejadgholi, Isar, et al.
Published: (2024)
by: Nejadgholi, Isar, et al.
Published: (2024)
Natural Language Counterfactual Explanations for Graphs Using Large Language Models
by: Giorgi, Flavio, et al.
Published: (2024)
by: Giorgi, Flavio, et al.
Published: (2024)
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
by: Lan, Yunshi, et al.
Published: (2024)
by: Lan, Yunshi, et al.
Published: (2024)
FoodTaxo: Generating Food Taxonomies with Large Language Models
by: Wullschleger, Pascal, et al.
Published: (2025)
by: Wullschleger, Pascal, et al.
Published: (2025)
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach
by: Wojciechowski, Adam, et al.
Published: (2024)
by: Wojciechowski, Adam, et al.
Published: (2024)
A Taxonomy of Prompt Defects in LLM Systems
by: Tian, Haoye, et al.
Published: (2025)
by: Tian, Haoye, et al.
Published: (2025)
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning
by: Chen, Yanda, et al.
Published: (2024)
by: Chen, Yanda, et al.
Published: (2024)
Tackling Social Bias against the Poor: A Dataset and Taxonomy on Aporophobia
by: Curto, Georgina, et al.
Published: (2025)
by: Curto, Georgina, et al.
Published: (2025)
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference
by: Thayaparan, Mokanarangan, et al.
Published: (2024)
by: Thayaparan, Mokanarangan, et al.
Published: (2024)
CAuSE: Decoding Multimodal Classifiers using Faithful Natural Language Explanation
by: Bandyopadhyay, Dibyanayan, et al.
Published: (2025)
by: Bandyopadhyay, Dibyanayan, et al.
Published: (2025)
Error Taxonomy-Guided Prompt Optimization
by: Singh, Mayank, et al.
Published: (2026)
by: Singh, Mayank, et al.
Published: (2026)
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles
by: Budagam, Devichand, et al.
Published: (2024)
by: Budagam, Devichand, et al.
Published: (2024)
$\textit{LinkPrompt}$: Natural and Universal Adversarial Attacks on Prompt-based Language Models
by: Xu, Yue, et al.
Published: (2024)
by: Xu, Yue, et al.
Published: (2024)
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales?
by: Huang, Fan, et al.
Published: (2024)
by: Huang, Fan, et al.
Published: (2024)
A Security Risk Taxonomy for Prompt-Based Interaction With Large Language Models
by: Derner, Erik, et al.
Published: (2023)
by: Derner, Erik, et al.
Published: (2023)
Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency
by: Fraser, Kathleen C., et al.
Published: (2025)
by: Fraser, Kathleen C., et al.
Published: (2025)
Prompt Compression in Diffusion Large Language Models: Evaluating LLMLingua-2 on LLaDA
by: Huang, Sterling, et al.
Published: (2026)
by: Huang, Sterling, et al.
Published: (2026)
Evaluating Interventional Reasoning Capabilities of Large Language Models
by: Kasetty, Tejas, et al.
Published: (2024)
by: Kasetty, Tejas, et al.
Published: (2024)
Cross-Examiner: Evaluating Consistency of Large Language Model-Generated Explanations
by: Villa, Danielle, et al.
Published: (2025)
by: Villa, Danielle, et al.
Published: (2025)
Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions
by: Acharja, Samya, et al.
Published: (2026)
by: Acharja, Samya, et al.
Published: (2026)
WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada
by: Sherritt, Braeden, et al.
Published: (2025)
by: Sherritt, Braeden, et al.
Published: (2025)
Prompt-Based Cost-Effective Evaluation and Operation of ChatGPT as a Computer Programming Teaching Assistant
by: Ballestero-Ribó, Marc, et al.
Published: (2025)
by: Ballestero-Ribó, Marc, et al.
Published: (2025)
The Evolution of Natural Language Processing: How Prompt Optimization and Language Models are Shaping the Future
by: Saleem, Summra, et al.
Published: (2025)
by: Saleem, Summra, et al.
Published: (2025)
X-Blocks: Linguistic Building Blocks of Natural Language Explanations for Automated Vehicles
by: Zadeh, Ashkan Y., et al.
Published: (2026)
by: Zadeh, Ashkan Y., et al.
Published: (2026)
Gender-Neutral Machine Translation Strategies in Practice
by: Dawkins, Hillary, et al.
Published: (2025)
by: Dawkins, Hillary, et al.
Published: (2025)
WMT24 Test Suite: Gender Resolution in Speaker-Listener Dialogue Roles
by: Dawkins, Hillary, et al.
Published: (2024)
by: Dawkins, Hillary, et al.
Published: (2024)
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey
by: Li, Haochen, et al.
Published: (2024)
by: Li, Haochen, et al.
Published: (2024)
Similar Items
-
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Models
by: Ghanadian, Hamideh, et al.
Published: (2024) -
Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles
by: Guo, Rongchen, et al.
Published: (2025) -
Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory
by: Nejadgholi, Isar, et al.
Published: (2026) -
On the Importance and Evaluation of Narrativity in Natural Language AI Explanations
by: Cedro, Mateusz, et al.
Published: (2026) -
Reasoning with Natural Language Explanations
by: Valentino, Marco, et al.
Published: (2024)