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small language model

3,629 papers

#small language model Preprint Sep 2026

Can Edge-Deployable Vision-Language Models Identify Species?

It is tested whether models in this deployment-relevant 2--8B range carry genuine taxonomic knowledge, evaluating four such VLMs against the domain-specific specialist BioCLIP on a 96-species task, and comparing clean iNaturalist photographs against camera-trap imagery from 6 LILA.

William Zhou, Mayukha Siripuram, Xiao-Wei Yan et al. · 0 citations
#small language model Open access Sep 2026

Arterial Spin Labeling Hemodynamic Indices Relate to Cognitive and Small Vessel Disease Trajectories Over 11 Years

ASL-sCoV may serve as an important hemodynamic measure for identifying perfusion deficits tied to SVD burden and progression and could provide substantial insight into the longitudinal clinical consequences of SVD.

W. Robb, Ava M. Santner, Pan-Pan Zhang et al. · 0 citations
#small language model Preprint Sep 2026

Off-Target Effects of Response-Style Alignment in a Korean 27B Language Model

We post-train Qwen3.8-27B for Korean response style -- verbosity, list and markdown usage, discourse structure and register -- and measure two behaviours the objective never targets: abstention on ambiguous social questions in KoBBQ, where the benchmark-correct answer is UNKNOWN, and unprompted disclosure in securities...

HyoJung Han · 0 citations
#small language model Book Open access Oct 2026

Picking is Not Ranking, and Explanation Quality Has Many Dimensions: Lessons for Conversational Music Recommendation

This work presents team FPMs_UMONS’s system for RecSys Challenge 2026 — hybrid four-channel retrieval, LLM reranking, and conversation-grounded response generation — and the lessons, negative results included, learned building it.

Maxime Manderlier, Fabian Lecron · 1 citation
#generative ai Open access Sep 2026

Generative AI versus Neurosurgeon in the Management of Head Injury Patients

Abstract Introduction Generative AI models are large language models capable of interacting with humans in a man–machine interface. Endowed with extensive training on an expansive corpus of textual data, these GPTs excel across diverse domains, notably in the realms of medicine and healthcare. Generative AIs like ChatG...

Harshal Sunil Jambhulkar, Asmita Sen, D. Asole et al. · 0 citations
#small language model Review Aug 2026

Research Trends and Developments in Chinese Linguistics over the Past Decade (2016–2025): A Codex-Based Bibliometric Analysis of Peking University Core Journals in Linguistics

This study analyzes 8,181 papers on Chinese linguistics published in Peking University Core Linguistics Journals between 2016 and 2025 through a Codex-based bibliometric approach, examining the research productivity, scholarly community, knowledge structure, and research frontiers of Chinese linguistics over the past d...

Ming-Yue Li · 0 citations
#small language model Review Open access Sep 2026

Artificial Intelligence in Antimicrobial Stewardship: Transforming Antibiotic Prescribing in the Digital Era

Current evidence supports AI as a promising but clinically unproven adjunct to AMS, but the literature’s emphasis on algorithmic accuracy over demonstrated clinical effectiveness means AI should not yet be treated as validated stewardship infrastructure.

Bamidele Ilerioluwa Olamide, Olohitai Peace Ovbiagele, Bismark Osei-Bonsu et al. · 0 citations
#large language models Preprint Sep 2026

Learning to Adapt and Calibrate: Score Distribution Alignment for Few-Shot Uncertainty Prediction in Medical VLMs

AlignCP is proposed, a framework that reconciles supervised few-shot adaptation with conformal uncertainty estimation under non-exchangeability and learns a reweighted calibration distribution that reduces the score-level discrepancy between the labeled support set and the unlabeled query set.

X. Ngo, Ngan T. H. Le · 0 citations

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