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small language model

3,445 papers

#small language model Book Open access Oct 2026

Multimodal Behavioral Typicality as a Training-Free Screening Signal for Dementia

Dementia is commonly described as impairing what people attend to, say, and mean more than how they move their eyes or produce speech. We test this asymmetry with a cross-modal behavioral marker—negative log-likelihood (NLL) under frozen pretrained models across gaze, text, and audio—that separates semantic engagement...

Leticia Pinto-Alva, Gale M. Lucas, Maja J. Matarić et al. · 0 citations
#small language model Book Open access Oct 2026

How Local AI Framing Shapes User Experience and Perceived Data Security with an Embodied AI Psychotherapist in VR

The prevalence of anxiety disorders has been increasing in recent years to an extent where the demand for treatment is difficult to meet with traditional therapy. Therefore, research efforts aim for scalable, cost-effective extensions thereof. One approach is the use of Virtual Reality-based exposure therapy controlled...

Paula Friedrich, Lukas Polifke, David Obremski et al. · 0 citations
#small language model Dataset Open access Oct 2026

product-match-qwen3-0.6b-mlx: a pairwise product-match checker (LoRA on Qwen3-0.6B, MLX)

product-match-qwen3-0.6b-mlx A small pairwise checker: two product listings go in, and the answer is the word yes or no. It was made by fine-tuning Qwen3-0.6B (4-bit, MLX) with LoRA, and the adapter is fused into the weights in this record. Who asked: the request thread at https://discuss.huggingface.co/t/178475 Run it...

mycelium · 0 citations
#small language model Open access Oct 2026

CREST: Chemical Reaction Extraction from Scientific Texts

The development of large language models for the chemical domain relies heavily on high-quality structured data. However, key experimental information in chemical literature is often scattered across PDFs in multimodal forms, such as reaction schemes, experimental tables, figure captions, and footnotes. This makes stru...

Xin Li, H. Liang, Xu Wang et al. · 0 citations
#small language model Open access Oct 2026

Persistence and Recoverability of Correct Information After Recognition Errors in Dysarthric Speech Recognition

Automatic speech recognition (ASR) often produces incorrect 1-best transcriptions for dysarthric speech, but a recognition error does not necessarily imply that all information supporting the correct utterance has been lost. This study investigates the extent to which correct information remains within an ASR model aft...

Hidenori Sano · 0 citations
#small language model Open access Oct 2026

Global research trends in clinical studies of ginseng: a bibliometric and text-as-data analysis

Clinical research on ginseng has expanded considerably, yet most bibliometric syntheses still rely on publication counts and co-occurrence maps. We mapped research on Panax ginseng and demonstrated a text-as-data and network pipeline. English-language publications indexed in the Science Citation Index Expanded (2004–20...

Hye Won Lee, Xia Li, Jianping Liu et al. · 0 citations
#small language model Open access Oct 2026

Ambient AI Medical Scribe Development: A Research Framework for Clinical Data and Clinical Documentation

Clinical encounters generate large amounts of information through conversations between patients, physicians, nurses, and other healthcare professionals. Symptoms, medical histories, medications, observations, diagnostic reasoning, treatment decisions, and follow-up instructions are often communicated verbally before b...

Sanjeev Verma · 0 citations

Evaluation of Open-Source LLMs for Automated Subject Metadata Generation in Scholarly Workflows

Academic libraries, repositories, and cultural heritage aggregators face growing metadata backlogs as digital collections expand. Controlled metadata assignment remains essential for discovery, browsing, and interoperability, but it is labor intensive and difficult to scale. This paper evaluates four open-weight large...

Shengkun Wang, 宋梅子, Yinlin Chen · 0 citations
#small language model Dataset Open access Oct 2026

How Technological Innovation Restructures Cultural Space

What this is. The film-level data behind the article How Technological Innovation Restructures Cultural Space: Digital Effects, Narrative Convergence, and the Concentration of Economic and Symbolic Capital in American Film, 1980–2024 (Poetics). It covers 7,868 U.S. films with production-technology records: VFX technolo...

Likun Cao · 0 citations
#small language model Open access Oct 2026

How well do large language models answer postoperative lumbar fusion questions? A blinded comparative analysis of accuracy, quality, readability, and safety-related content

Patients recovering from lumbar fusion increasingly seek guidance from large language model (LLM) chatbots when their surgeon is unavailable, but the accuracy, completeness, and safety-related content of such responses have not been compared across models for the postoperative period. To compare the accuracy...

Ahmet Kürşat Kara, Ozan Işık · 0 citations
#small language model Open access Oct 2026

Ambient AI Medical Scribe Development: A Research Framework for Clinical Data and Clinical Documentation

Clinical encounters generate large amounts of information through conversations between patients, physicians, nurses, and other healthcare professionals. Symptoms, medical histories, medications, observations, diagnostic reasoning, treatment decisions, and follow-up instructions are often communicated verbally before b...

Sanjeev Verma · 0 citations
#small language model Open access Oct 2026

HSHAP Reproducibility Package

# H-SHAP reproducibility package (v1.0.0) Code, locked results, and replay files for the paper *The hierarchical Owen value (H-SHAP) as an explanation-auditing mechanism for gradient-boosted models on hierarchical categorical representations in property insurance ratemaking* (manuscript, v1.2). H-SHAP is the two-tier O...

Ho Vu Anh Tuan · 0 citations

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