Cover Image

SolarGPT-QA: A Domain-Adaptive Large Language Model for Educational Question Answering in Space Weather and Heliophysics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chapagain, Santosh, EskandariNasab, MohammadReza, Vural, Onur, Hamdi, Shah Muhammad, Boubrahimi, Soukaina Filali
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning
by: EskandariNasab, MohammadReza, et al.
Published: (2024)

SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning
by: EskandariNasab, MohammadReza, et al.
Published: (2024)

AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2025)

ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2024)

TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation
by: EskandariNasab, MohammadReza, et al.
Published: (2025)

Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series
by: Vural, Onur, et al.
Published: (2025)

Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data
by: Vural, Onur, et al.
Published: (2024)

EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction
by: Vural, Onur, et al.
Published: (2024)

Advancing Hate Speech Detection with Transformers: Insights from the MetaHate
by: Chapagain, Santosh, et al.
Published: (2025)

Pruning Strategies for Backdoor Defense in LLMs
by: Chapagain, Santosh, et al.
Published: (2025)

Advancing Minority Stress Detection with Transformers: Insights from the Social Media Datasets
by: Chapagain, Santosh, et al.
Published: (2025)

Motif-guided Time Series Counterfactual Explanations
by: Li, Peiyu, et al.
Published: (2022)

Source Code in Support of Solar Flare Prediction through Time Series Data Augmentation
by: Li, Peiyu, et al.
Published: (2025)

M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps
by: Li, Peiyu, et al.
Published: (2024)

Info-CELS: Informative Saliency Map Guided Counterfactual Explanation
by: Li, Peiyu, et al.
Published: (2024)

Forest Proximities for Time Series
by: Shaw, Ben, et al.
Published: (2024)

Advancing Heliophysics and Space Weather Modeling through Open Science
by: Corti, C., et al.
Published: (2026)

SuryaBench: Benchmark Dataset for Advancing Machine Learning in Heliophysics and Space Weather Prediction
by: Roy, Sujit, et al.
Published: (2025)

LittiChoQA: Literary Texts in Indic Languages Chosen for Question Answering
by: Khandelwal, Aarya, et al.
Published: (2026)

Lohmannia paradoxa
by: Akrami, Mohammad Ali, et al.
Published: (2025)

PolQA: Polish Question Answering Dataset
by: Rybak, Piotr, et al.
Published: (2022)

VoQA: Visual-only Question Answering
by: An, Jianing, et al.
Published: (2025)

DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering
by: Lahiri, Aritra Kumar, et al.
Published: (2024)

Contrastive Heliophysical Image Pretraining for Solar Dynamics Observatory Records
by: Shen, Shiyu, et al.
Published: (2025)

Surya: Foundation Model for Heliophysics
by: Roy, Sujit, et al.
Published: (2025)

Complexity Heliophysics: A lived and living history of systems and complexity science in Heliophysics
by: McGranaghan, Ryan M.
Published: (2023)

NCTB-QA: A Large-Scale Bangla Educational Question Answering Dataset and Benchmarking Performance
by: Eyasir, Abrar, et al.
Published: (2026)

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
by: Han, Rujun, et al.
Published: (2024)

MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting
by: Anand, Avinash, et al.
Published: (2024)

LingoQA: Visual Question Answering for Autonomous Driving
by: Marcu, Ana-Maria, et al.
Published: (2023)

Answering Questions in Stages: Prompt Chaining for Contract QA
by: Roegiest, Adam, et al.
Published: (2024)

DebateQA: Evaluating Question Answering on Debatable Knowledge
by: Xu, Rongwu, et al.
Published: (2024)

FoQA: A Faroese Question-Answering Dataset
by: Simonsen, Annika, et al.
Published: (2025)

A Techno-Economic Analysis of the Interconnectedness between Energy Resources, Climate Change, and Sustainable Development
by: Askari, MohammadReza, et al.
Published: (2024)

Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks
by: Davari, MohammadReza, et al.
Published: (2023)

Optical detection of single sub-15 nm objects using elastic scattering strong coupling
by: Aghdaee, MohammadReza, et al.
Published: (2024)

FairMedQA: Benchmarking Bias in Large Language Models for Medical Question Answering
by: Xiao, Ying, et al.
Published: (2025)

RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering
by: Zhang, Zihan, et al.
Published: (2024)

The Solar Dynamics Observatory in the Living With a Star Era: From Solar Observations to Predictive Heliophysics
by: Guhathakurta, Madhulika
Published: (2026)

ClimaQA_SLO - Slovenian Climate Question-Answering Benchmark
by: Ferk Ovčjak, Monika, et al.
Published: (2025)