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.· Journal of Ginseng Research· 0 citations
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· Zenodo (CERN European Organi...· 0 citations
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...
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· Zenodo (CERN European Organi...· 0 citations
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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· Frontiers in Surgery· 0 citations
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· Zenodo (CERN European Organi...· 0 citations
# 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· Zenodo (CERN European Organi...· 0 citations
Benchmark results are increasingly used to compare language models for financial decision-support tasks, but such comparisons can confound domain learning with compliance with task-specific output contracts. This study examines that measurement problem using FinVector-Market-4B, a LoRA adaptation of Qwen3.5-4B for stru...
Alina Khaybullina, Alina Khay· Zenodo (CERN European Organi...· 0 citations
# 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· Zenodo (CERN European Organi...· 0 citations
Tree ensembles predict product quality accurately from process-condition data but are opaque, and rule extraction addresses this by compressing an ensemble into a small set of decision rules. A ruleset, however, is a technical representation, and the operators, production managers, and data scientists who act on a qual...
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· Zenodo (CERN European Organi...· 0 citations
Large language models (LLMs) have shown a strong ability to solve a wide range of language tasks. However, they became less practical for subject-specific applications, especially when dealing with low-resource languages. This paper shows an example of adaptation of small language models (SLMs) to solve subject-specifi...
G. Askar, A. Mutaikhan, M. Aitkozhayeva et al.· NEWS of National Academy of...· 0 citations
